Dacheng Tao

Affiliations:
  • University of Sydney, UBTECH Sydney Artificial Intelligence Centre, Darlington, Australia
  • University of Technology Sydney, Faculty of Engineering and Information Technology, Sydney, Australia


According to our database1, Dacheng Tao authored at least 1,249 papers between 2004 and 2022.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2019, "For contributions to representation learning and its applications".

IEEE Fellow

IEEE Fellow 2015, "For contributions to pattern recognition and visual analytics".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2022
TimeAutoAD: Autonomous Anomaly Detection With Self-Supervised Contrastive Loss for Multivariate Time Series.
IEEE Trans. Netw. Sci. Eng., 2022

Quantum Differentially Private Sparse Regression Learning.
IEEE Trans. Inf. Theory, 2022

Object-Agnostic Transformers for Video Referring Segmentation.
IEEE Trans. Image Process., 2022

DUT: Learning Video Stabilization by Simply Watching Unstable Videos.
IEEE Trans. Image Process., 2022

Robust Object Detection via Adversarial Novel Style Exploration.
IEEE Trans. Image Process., 2022

CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization.
IEEE Trans. Image Process., 2022

Imposing Semantic Consistency of Local Descriptors for Few-Shot Learning.
IEEE Trans. Image Process., 2022

Gait Phase Classification for a Lower Limb Exoskeleton System Based on a Graph Convolutional Network Model.
IEEE Trans. Ind. Electron., 2022

Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Efficient Unsupervised Dimension Reduction for Streaming Multiview Data.
IEEE Trans. Cybern., 2022

Laplacian Welsch Regularization for Robust Semisupervised Learning.
IEEE Trans. Cybern., 2022

Visual Relationship Detection: A Survey.
IEEE Trans. Cybern., 2022

Global-Local Interplay in Semantic Alignment for Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022

Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Occlusion Boundary: A Formal Definition & Its Detection via Deep Exploration of Context.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Fast Class-Wise Updating for Online Hashing.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Optimizing Latent Distributions for Non-Adversarial Generative Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Instance-Dependent Positive and Unlabeled Learning With Labeling Bias Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multi-Task Learning With Coarse Priors for Robust Part-Aware Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

GAN-MDF: An Enabling Method for Multifidelity Data Fusion.
IEEE Internet Things J., 2022

FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI.
IEEE Internet Things J., 2022

A Unified B-Spline Framework for Scale-Invariant Keypoint Detection.
Int. J. Comput. Vis., 2022

CODON: On Orchestrating Cross-Domain Attentions for Depth Super-Resolution.
Int. J. Comput. Vis., 2022

Semantic Edge Detection with Diverse Deep Supervision.
Int. J. Comput. Vis., 2022

Bridging Composite and Real: Towards End-to-End Deep Image Matting.
Int. J. Comput. Vis., 2022

Wide-Angle Image Rectification: A Survey.
Int. J. Comput. Vis., 2022

I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-Shaped Scene Text Detection.
Int. J. Comput. Vis., 2022

Collaborative Pushing and Grasping of Tightly Stacked Objects via Deep Reinforcement Learning.
IEEE CAA J. Autom. Sinica, 2022

Online Continual Learning with Contrastive Vision Transformer.
CoRR, 2022

Balancing Stability and Plasticity through Advanced Null Space in Continual Learning.
CoRR, 2022

Learning Graph Neural Networks for Image Style Transfer.
CoRR, 2022

JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes.
CoRR, 2022

ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning.
CoRR, 2022

ReAct: Temporal Action Detection with Relational Queries.
CoRR, 2022

Transformer-based Context Condensation for Boosting Feature Pyramids in Object Detection.
CoRR, 2022

Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics.
CoRR, 2022

DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer.
CoRR, 2022

SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow.
CoRR, 2022

GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation.
CoRR, 2022

Dynamic Contrastive Distillation for Image-Text Retrieval.
CoRR, 2022

PromptPose: Language Prompt Helps Animal Pose Estimation.
CoRR, 2022

Variational Distillation for Multi-View Learning.
CoRR, 2022

EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm.
CoRR, 2022

Boosting Factorization Machines via Saliency-Guided Mixup.
CoRR, 2022

APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking.
CoRR, 2022

Toward Real-world Single Image Deraining: A New Benchmark and Beyond.
CoRR, 2022

Referring Image Matting.
CoRR, 2022

A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning.
CoRR, 2022

Recent Advances for Quantum Neural Networks in Generative Learning.
CoRR, 2022

Understanding deep learning via decision boundary.
CoRR, 2022

Modeling Image Composition for Complex Scene Generation.
CoRR, 2022

Parameter-Efficient and Student-Friendly Knowledge Distillation.
CoRR, 2022

E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation.
CoRR, 2022

Visual Superordinate Abstraction for Robust Concept Learning.
CoRR, 2022

Multi-Task Learning with Multi-query Transformer for Dense Prediction.
CoRR, 2022

Penalized Proximal Policy Optimization for Safe Reinforcement Learning.
CoRR, 2022

Mapping Emulation for Knowledge Distillation.
CoRR, 2022

Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search.
CoRR, 2022

Revisiting PINNs: Generative Adversarial Physics-informed Neural Networks and Point-weighting Method.
CoRR, 2022

Theory of Quantum Generative Learning Models with Maximum Mean Discrepancy.
CoRR, 2022

HL-Net: Heterophily Learning Network for Scene Graph Generation.
CoRR, 2022

RU-Net: Regularized Unrolling Network for Scene Graph Generation.
CoRR, 2022

DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers.
CoRR, 2022

ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation.
CoRR, 2022

Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring.
CoRR, 2022

Source-Free Domain Adaptation via Distribution Estimation.
CoRR, 2022

VSA: Learning Varied-Size Window Attention in Vision Transformers.
CoRR, 2022

BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation.
CoRR, 2022

Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation.
CoRR, 2022

A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis.
CoRR, 2022

Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities.
CoRR, 2022

Defensive Patches for Robust Recognition in the Physical World.
CoRR, 2022

Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation.
CoRR, 2022

Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition.
CoRR, 2022

An Empirical Study of Remote Sensing Pretraining.
CoRR, 2022

BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation.
CoRR, 2022

BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning.
CoRR, 2022

Dynamic Focus-aware Positional Queries for Semantic Segmentation.
CoRR, 2022

Rethinking Portrait Matting with Privacy Preserving.
CoRR, 2022

Robust Unlearnable Examples: Protecting Data Against Adversarial Learning.
CoRR, 2022

Discovering Human-Object Interaction Concepts via Self-Compositional Learning.
CoRR, 2022

Knowledge Removal in Sampling-based Bayesian Inference.
CoRR, 2022

Learning Affordance Grounding from Exocentric Images.
CoRR, 2022

Towards Data-Efficient Detection Transformers.
CoRR, 2022

Gaussian initializations help deep variational quantum circuits escape from the barren plateau.
CoRR, 2022

Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning.
CoRR, 2022

Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
CoRR, 2022

Information-Theoretic Odometry Learning.
CoRR, 2022

Contrastive Boundary Learning for Point Cloud Segmentation.
CoRR, 2022

ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation.
CoRR, 2022

BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning.
CoRR, 2022

ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond.
CoRR, 2022

Hyper-relationship Learning Network for Scene Graph Generation.
CoRR, 2022

Achieving Personalized Federated Learning with Sparse Local Models.
CoRR, 2022

Improving Neural Machine Translation by Denoising Training.
CoRR, 2022

TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers.
CoRR, 2022

Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis.
CoRR, 2022

Quality-aware Part Models for Occluded Person Re-identification.
CoRR, 2022

Where Does the Performance Improvement Come From?: - A Reproducibility Concern about Image-Text Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Penalized Proximal Policy Optimization for Safe Reinforcement Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Survey on Gradient Inversion: Attacks, Defenses and Future Directions.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Topology-aware Generalization of Decentralized SGD.
Proceedings of the International Conference on Machine Learning, 2022

Identity-Disentangled Adversarial Augmentation for Self-supervised Learning.
Proceedings of the International Conference on Machine Learning, 2022

DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training.
Proceedings of the International Conference on Machine Learning, 2022

A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Continual Learning through Retrieval and Imagination.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Vision-Assisted Autonomous Lower-Limb Exoskeleton Robot.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021

Top-k Feature Selection Framework Using Robust 0-1 Integer Programming.
IEEE Trans. Neural Networks Learn. Syst., 2021

Robust Kernelized Multiview Self-Representation for Subspace Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Coattention-Based Comparator for Relative Representation Learning in Person Re-Identification.
IEEE Trans. Neural Networks Learn. Syst., 2021

Cascaded Correlation Refinement for Robust Deep Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2021

Learning Student Networks via Feature Embedding.
IEEE Trans. Neural Networks Learn. Syst., 2021

Solving Jigsaw Puzzles via Nonconvex Quadratic Programming With the Projected Power Method.
IEEE Trans. Multim., 2021

Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks.
IEEE Trans. Multim., 2021

Short-Term Lesion Change Detection for Melanoma Screening With Novel Siamese Neural Network.
IEEE Trans. Medical Imaging, 2021

Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss.
IEEE Trans. Medical Imaging, 2021

A Survey on Canonical Correlation Analysis.
IEEE Trans. Knowl. Data Eng., 2021

Joint Deep Multi-View Learning for Image Clustering.
IEEE Trans. Knowl. Data Eng., 2021

Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning.
IEEE Trans. Knowl. Data Eng., 2021

Unveiling Hidden Implicit Similarities for Cross-Domain Recommendation.
IEEE Trans. Knowl. Data Eng., 2021

Adaptive Context-Aware Multi-Modal Network for Depth Completion.
IEEE Trans. Image Process., 2021

Self-Training With Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-Identification.
IEEE Trans. Image Process., 2021

Multi-Sentence Auxiliary Adversarial Networks for Fine-Grained Text-to-Image Synthesis.
IEEE Trans. Image Process., 2021

Batch Coherence-Driven Network for Part-Aware Person Re-Identification.
IEEE Trans. Image Process., 2021

Training Robust Deep Neural Networks via Adversarial Noise Propagation.
IEEE Trans. Image Process., 2021

IDRLP: Image Dehazing Using Region Line Prior.
IEEE Trans. Image Process., 2021

Multi-View Mouse Social Behaviour Recognition With Deep Graphic Model.
IEEE Trans. Image Process., 2021

Complementary, Heterogeneous and Adversarial Networks for Image-to-Image Translation.
IEEE Trans. Image Process., 2021

Open-Set Hypothesis Transfer With Semantic Consistency.
IEEE Trans. Image Process., 2021

A Human-Like Dual-Forklift Collaborative Mechanism for Container Handling.
IEEE Trans. Ind. Electron., 2021

SPRNet: Single-Pixel Reconstruction for One-Stage Instance Segmentation.
IEEE Trans. Cybern., 2021

Toward Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs.
IEEE Trans. Cybern., 2021

Self-Supervised Multiscale Adversarial Regression Network for Stereo Disparity Estimation.
IEEE Trans. Cybern., 2021

Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Orthogonal Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Enhanced Tensor RPCA and its Application.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data.
NeuroImage, 2021

Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting.
Neural Comput., 2021

A novel method for speed training acceleration of recurrent neural networks.
Inf. Sci., 2021

Empowering Things With Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things.
IEEE Internet Things J., 2021

Targeted Attention Attack on Deep Learning Models in Road Sign Recognition.
IEEE Internet Things J., 2021

Terra: A Smart and Sensible Digital Twin Framework for Robust Robot Deployment in Challenging Environments.
IEEE Internet Things J., 2021

Learning semantic priors for texture-realistic sketch-to-image synthesis.
Neurocomputing, 2021

Polysemy Deciphering Network for Robust Human-Object Interaction Detection.
Int. J. Comput. Vis., 2021

Towards High Performance Human Keypoint Detection.
Int. J. Comput. Vis., 2021

Knowledge Distillation: A Survey.
Int. J. Comput. Vis., 2021

3D-FUTURE: 3D Furniture Shape with TextURE.
Int. J. Comput. Vis., 2021

Recursive Context Routing for Object Detection.
Int. J. Comput. Vis., 2021

A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection.
Int. J. Comput. Vis., 2021

Guest Editorial for Special Issue on Cognitive Computing for Collaborative Robotics.
IEEE CAA J. Autom. Sinica, 2021

Few-shot Backdoor Defense Using Shapley Estimation.
CoRR, 2021

SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks.
CoRR, 2021

PONet: Robust 3D Human Pose Estimation via Learning Orientations Only.
CoRR, 2021

Self-Ensembling GAN for Cross-Domain Semantic Segmentation.
CoRR, 2021

DGL-GAN: Discriminator Guided Learning for GAN Compression.
CoRR, 2021

Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer.
CoRR, 2021

Recurrent Glimpse-based Decoder for Detection with Transformer.
CoRR, 2021

Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks.
CoRR, 2021

PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation.
CoRR, 2021

Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction.
CoRR, 2021

Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint.
CoRR, 2021

FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis.
CoRR, 2021

Hierarchical Prototype Networks for Continual Graph Representation Learning.
CoRR, 2021

GMFlow: Learning Optical Flow via Global Matching.
CoRR, 2021

RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning?
CoRR, 2021

Pruning Self-attentions into Convolutional Layers in Single Path.
CoRR, 2021

Off-policy Imitation Learning from Visual Inputs.
CoRR, 2021

Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis.
CoRR, 2021

Learning Versatile Convolution Filters for Efficient Visual Recognition.
CoRR, 2021

Harnessing Perceptual Adversarial Patches for Crowd Counting.
CoRR, 2021

RobustART: Benchmarking Robustness on Architecture Design and Training Techniques.
CoRR, 2021

Semantic-Preserving Adversarial Text Attacks.
CoRR, 2021

Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification.
CoRR, 2021

End2End Occluded Face Recognition by Masking Corrupted Features.
CoRR, 2021

SynFace: Face Recognition with Synthetic Data.
CoRR, 2021

Structure-Aware Feature Generation for Zero-Shot Learning.
CoRR, 2021

Effective and Efficient Graph Learning for Multi-view Clustering.
CoRR, 2021

Learning Visual Affordance Grounding from Demonstration Videos.
CoRR, 2021

One-Shot Object Affordance Detection in the Wild.
CoRR, 2021

Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification.
CoRR, 2021

The USYD-JD Speech Translation System for IWSLT 2021.
CoRR, 2021

Efficient Vision Transformers via Fine-Grained Manifold Distillation.
CoRR, 2021

On exploring practical potentials of quantum auto-encoder with advantages.
CoRR, 2021

GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins.
CoRR, 2021

Accelerating variational quantum algorithms with multiple quantum processors.
CoRR, 2021

Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems.
CoRR, 2021

The dilemma of quantum neural networks.
CoRR, 2021

Patch Slimming for Efficient Vision Transformers.
CoRR, 2021

End-to-end One-shot Human Parsing.
CoRR, 2021

Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding.
CoRR, 2021

Towards understanding the power of quantum kernels in the NISQ era.
CoRR, 2021

Learning Compositional Representation for Few-shot Visual Question Answering.
CoRR, 2021

CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation.
CoRR, 2021

SLUA: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning.
CoRR, 2021

AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence.
CoRR, 2021

Collaborative Teacher-Student Learning via Multiple Knowledge Transfer.
CoRR, 2021

CAA : Channelized Axial Attention for Semantic Segmentation.
CoRR, 2021

Bayesian Inference Forgetting.
CoRR, 2021

Neural networks behave as hash encoders: An empirical study.
CoRR, 2021

Unpaired data empowers association tests.
Bioinform., 2021

Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

AP-10K: A Benchmark for Animal Pose Estimation in the Wild.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Class-Disentanglement and Applications in Adversarial Detection and Defense.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Gauge Equivariant Transformer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Question Answering System for Unstructured Table Images.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Privacy-Preserving Portrait Matting.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

The USYD-JD Speech Translation System for IWSLT2021.
Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Person Image Synthesis in Arbitrary 3D Poses Based on Part Affinity Fields.
Proceedings of the International Joint Conference on Neural Networks, 2021

BESA: BERT-based Simulated Annealing for Adversarial Text Attacks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

One-Shot Affordance Detection.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Deep Automatic Natural Image Matting.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A Comprehensive Survey on Image Dehazing Based on Deep Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Commutative Lie Group VAE for Disentanglement Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

Understanding and Improving Lexical Choice in Non-Autoregressive Translation.
Proceedings of the 9th International Conference on Learning Representations, 2021

TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SynFace: Face Recognition with Synthetic Data.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Adaptive Curriculum Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-grained Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Improving Neural Machine Translation by Bidirectional Training.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Where and What? Examining Interpretable Disentangled Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Progressive Point Embeddings for 3D Point Cloud Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Manifold Regularized Dynamic Network Pruning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Tree-Like Decision Distillation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

AdderSR: Towards Energy Efficient Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Scene Essence.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Amalgamating Knowledge From Heterogeneous Graph Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Turning Frequency to Resolution: Video Super-Resolution via Event Cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Detecting Human-Object Interaction via Fabricated Compositional Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Affordance Transfer Learning for Human-Object Interaction Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Online Multiple Object Tracking With Cross-Task Synergy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Progressive Multi-Granularity Training for Non-Autoregressive Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Multi-label Few-shot Learning with Semantic Inference (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Progressive One-shot Human Parsing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020

Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020

Harnessing Side Information for Classification Under Label Noise.
IEEE Trans. Neural Networks Learn. Syst., 2020

Distributed Complementary Binary Quantization for Joint Hash Table Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

LogDet Metric-Based Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2020

Iterative Privileged Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

Why ResNet Works? Residuals Generalize.
IEEE Trans. Neural Networks Learn. Syst., 2020

Robust Student Network Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

Two-Stream Deep Hashing With Class-Specific Centers for Supervised Image Search.
IEEE Trans. Neural Networks Learn. Syst., 2020

VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning.
IEEE Trans. Knowl. Data Eng., 2020

On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification.
IEEE Trans. Knowl. Data Eng., 2020

Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications.
IEEE Trans. Inf. Theory, 2020

One-Pass Multi-Task Networks With Cross-Task Guided Attention for Brain Tumor Segmentation.
IEEE Trans. Image Process., 2020

Principal Component Adversarial Example.
IEEE Trans. Image Process., 2020

FAMED-Net: A Fast and Accurate Multi-Scale End-to-End Dehazing Network.
IEEE Trans. Image Process., 2020

Compositional Attention Networks With Two-Stream Fusion for Video Question Answering.
IEEE Trans. Image Process., 2020

Edge-Sensitive Human Cutout With Hierarchical Granularity and Loopy Matting Guidance.
IEEE Trans. Image Process., 2020

Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval.
IEEE Trans. Image Process., 2020

Receptive Field Size Versus Model Depth for Single Image Super-Resolution.
IEEE Trans. Image Process., 2020

CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-Identification.
IEEE Trans. Image Process., 2020

Siamese Local and Global Networks for Robust Face Tracking.
IEEE Trans. Image Process., 2020

Multistage GAN for Fabric Defect Detection.
IEEE Trans. Image Process., 2020

Homologous Component Analysis for Domain Adaptation.
IEEE Trans. Image Process., 2020

3D Skeletal Gesture Recognition via Hidden States Exploration.
IEEE Trans. Image Process., 2020

ASTS: A Unified Framework for Arbitrary Shape Text Spotting.
IEEE Trans. Image Process., 2020

An Underwater Image Enhancement Benchmark Dataset and Beyond.
IEEE Trans. Image Process., 2020

Distilling Channels for Efficient Deep Tracking.
IEEE Trans. Image Process., 2020

Progressive Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval.
IEEE Trans. Image Process., 2020

Long-Term Video Prediction via Criticization and Retrospection.
IEEE Trans. Image Process., 2020

Adversarial Examples for Hamming Space Search.
IEEE Trans. Cybern., 2020

Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning.
IEEE Trans. Cybern., 2020

Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning.
IEEE Trans. Cybern., 2020

Motion-Aware Rapid Video Saliency Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Self-Supervised Pose Adaptation for Cross-Domain Image Animation.
IEEE Trans. Artif. Intell., 2020

Generalized Latent Multi-View Subspace Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Variational approach for privacy funnel optimization on continuous data.
J. Parallel Distributed Comput., 2020

Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning.
IEEE Internet Things J., 2020

Multi-task Compositional Network for Visual Relationship Detection.
Int. J. Comput. Vis., 2020

Semi-online Multi-people Tracking by Re-identification.
Int. J. Comput. Vis., 2020

Big Cross-Modal Social Media Data Analytics With Deep Intelligence.
IEEE Multim., 2020

Robustness, Privacy, and Generalization of Adversarial Training.
CoRR, 2020

Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing.
CoRR, 2020

A Survey on Visual Transformer.
CoRR, 2020

Recent advances in deep learning theory.
CoRR, 2020

Towards Defending Multiple Adversarial Perturbations via Gated Batch Normalization.
CoRR, 2020

SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses.
CoRR, 2020

Inter-layer Transition in Neural Architecture Search.
CoRR, 2020

Recent Progress in Appearance-based Action Recognition.
CoRR, 2020

Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model.
CoRR, 2020

End-to-end Animal Image Matting.
CoRR, 2020

Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers.
CoRR, 2020

On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration.
CoRR, 2020

Experimental Quantum Generative Adversarial Networks for Image Generation.
CoRR, 2020

Self-supervised Exposure Trajectory Recovery for Dynamic Blur Estimation.
CoRR, 2020

Heatmap Regression via Randomized Rounding.
CoRR, 2020

Quantum Geometric Machine Learning for Quantum Circuits and Control.
CoRR, 2020

Parts-dependent Label Noise: Towards Instance-dependent Label Noise.
CoRR, 2020

Condensing Two-stage Detection with Automatic Object Key Part Discovery.
CoRR, 2020

DC-NAS: Divide-and-Conquer Neural Architecture Search.
CoRR, 2020

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens.
CoRR, 2020

Adversarial Attacks for Embodied Agents.
CoRR, 2020

Repulsive Mixture Models of Exponential Family PCA for Clustering.
CoRR, 2020

Detecting Communities in Heterogeneous Multi-Relational Networks: A Message Passing based Approach.
CoRR, 2020

Quantum noise protects quantum classifiers against adversaries.
CoRR, 2020

A Spatial-Temporal Attentive Network with Spatial Continuity for Trajectory Prediction.
CoRR, 2020

Towards Mixture Proportion Estimation without Irreducibility.
CoRR, 2020

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications.
CoRR, 2020

Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20).
CoRR, 2020

xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes].
IEEE Comput. Intell. Mag., 2020

Robust learning with imperfect privileged information.
Artif. Intell., 2020

Deep Representation Calibrated Bayesian Neural Network for Semantically Explainable Face Inpainting and Editing.
IEEE Access, 2020

How Deep Learning Works for Information Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Domain Generalization via Entropy Regularization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Video Frame Interpolation without Temporal Priors.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Searching for Low-Bit Weights in Quantized Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Part-dependent Label Noise: Towards Instance-dependent Label Noise.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SCOP: Scientific Control for Reliable Neural Network Pruning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Auto Learning Attention.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Nighttime Dehazing with a Synthetic Benchmark.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Multimodal Neural Architecture Search.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Boundary-Assisted Region Proposal Networks for Nucleus Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Label-Noise Robust Domain Adaptation.
Proceedings of the 37th International Conference on Machine Learning, 2020

Deep Streaming Label Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020

LTF: A Label Transformation Framework for Correcting Label Shift.
Proceedings of the 37th International Conference on Machine Learning, 2020

Learning with Bounded Instance and Label-dependent Label Noise.
Proceedings of the 37th International Conference on Machine Learning, 2020

Understanding Generalization in Recurrent Neural Networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

Piecewise linear activations substantially shape the loss surfaces of neural networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

Explainable Cluster-Based Rules Generation for Image Retrieval and Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Pretrained Language Models for Dialogue Generation with Multiple Input Sources.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Learning Disentangled Representations with Latent Variation Predictability.
Proceedings of the Computer Vision - ECCV 2020, 2020

Polysemy Deciphering Network for Human-Object Interaction Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

On Dropping Clusters to Regularize Graph Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Propagation Rules for Attribution Map Generation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Hallucinating Visual Instances in Total Absentia.
Proceedings of the Computer Vision - ECCV 2020, 2020

Spatiotemporal Attacks for Embodied Agents.
Proceedings of the Computer Vision - ECCV 2020, 2020

Short-Term and Long-Term Context Aggregation Network for Video Inpainting.
Proceedings of the Computer Vision - ECCV 2020, 2020

Visual Compositional Learning for Human-Object Interaction Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Symbiotic Adversarial Learning for Attribute-Based Person Search.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Oracle Attention for High-Fidelity Face Completion.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Syntax-Aware Action Targeting for Video Captioning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Distilling Knowledge From Graph Convolutional Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Unseen Concepts via Hierarchical Decomposition and Composition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GPS-Net: Graph Property Sensing Network for Scene Graph Generation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Recurrent Feature Reasoning for Image Inpainting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

On Positive-Unlabeled Classification in GAN.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Context Aware Graph Convolution for Skeleton-Based Action Recognition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Context-Aware Cross-Attention for Non-Autoregressive Translation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Self-Attention with Cross-Lingual Position Representation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Diversified Bayesian Nonnegative Matrix Factorization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension.
IEEE Trans. Neural Networks Learn. Syst., 2019

Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert Space.
IEEE Trans. Neural Networks Learn. Syst., 2019

Dualityfree Methods for Stochastic Composition Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2019

Robust Subspace Clustering by Cauchy Loss Function.
IEEE Trans. Neural Networks Learn. Syst., 2019

Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Data Subset Selection With Imperfect Multiple Labels.
IEEE Trans. Neural Networks Learn. Syst., 2019

Enhancing the Robustness of Neural Collaborative Filtering Systems Under Malicious Attacks.
IEEE Trans. Multim., 2019

ROMIR: Robust Multi-View Image Re-Ranking.
IEEE Trans. Knowl. Data Eng., 2019

Multi-Modal Curriculum Learning over Graphs.
ACM Trans. Intell. Syst. Technol., 2019

Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics.
ACM Trans. Intell. Syst. Technol., 2019

Trajectory Data Classification: A Review.
ACM Trans. Intell. Syst. Technol., 2019

Dual-Transfer Face Sketch-Photo Synthesis.
IEEE Trans. Image Process., 2019

Anchor Cascade for Efficient Face Detection.
IEEE Trans. Image Process., 2019

Benchmarking Single-Image Dehazing and Beyond.
IEEE Trans. Image Process., 2019

Correntropy-Induced Robust Low-Rank Hypergraph.
IEEE Trans. Image Process., 2019

Context-Aware Mouse Behavior Recognition Using Hidden Markov Models.
IEEE Trans. Image Process., 2019

Deep Multi-View Learning Using Neuron-Wise Correlation-Maximizing Regularizers.
IEEE Trans. Image Process., 2019

State-Aware Anti-Drift Object Tracking.
IEEE Trans. Image Process., 2019

Unsupervised Semantic-Preserving Adversarial Hashing for Image Search.
IEEE Trans. Image Process., 2019

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer.
IEEE Trans. Image Process., 2019

Image Recognition by Predicted User Click Feature With Multidomain Multitask Transfer Deep Network.
IEEE Trans. Image Process., 2019

Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

Evolutionary Generative Adversarial Networks.
IEEE Trans. Evol. Comput., 2019

Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data.
IEEE Trans. Evol. Comput., 2019

A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation.
IEEE Trans. Cybern., 2019

Multiobject Tracking by Submodular Optimization.
IEEE Trans. Cybern., 2019

Adapting Stochastic Block Models to Power-Law Degree Distributions.
IEEE Trans. Cybern., 2019

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image.
IEEE Trans. Cybern., 2019

Ensemble Teaching for Hybrid Label Propagation.
IEEE Trans. Cybern., 2019

Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion.
IEEE Trans. Cybern., 2019

Robust Visual Tracking Using Multi-Frame Multi-Feature Joint Modeling.
IEEE Trans. Circuits Syst. Video Technol., 2019

Multi-view common component discriminant analysis for cross-view classification.
Pattern Recognit., 2019

Packing Convolutional Neural Networks in the Frequency Domain.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Truncated Cauchy Non-Negative Matrix Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Toward efficient indexing structure for scalable content-based music retrieval.
Multim. Syst., 2019

Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications.
IEEE J. Sel. Areas Commun., 2019

Hyperspectral image unsupervised classification by robust manifold matrix factorization.
Inf. Sci., 2019

Balance control of a biped robot on a rotating platform based on efficient reinforcement learning.
IEEE CAA J. Autom. Sinica, 2019

Progressive LiDAR adaptation for road detection.
IEEE CAA J. Autom. Sinica, 2019

Classification with label noise: a Markov chain sampling framework.
Data Min. Knowl. Discov., 2019

Patch Reordering: a Novel Way to Achieve Rotation and Translation Invariance in Convolutional Neural Networks.
CoRR, 2019

An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation.
CoRR, 2019

All you need is a good representation: A multi-level and classifier-centric representation for few-shot learning.
CoRR, 2019

Human Keypoint Detection by Progressive Context Refinement.
CoRR, 2019

On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications.
CoRR, 2019

Region-wise Generative Adversarial ImageInpainting for Large Missing Areas.
CoRR, 2019

Quantum algorithm for finding the negative curvature direction in non-convex optimization.
CoRR, 2019

Investigation of wind pressures on tall building under interference effects using machine learning techniques.
CoRR, 2019

Recurrent Graph Syntax Encoder for Neural Machine Translation.
CoRR, 2019

Multimodal Unified Attention Networks for Vision-and-Language Interactions.
CoRR, 2019

Full-Stack Filters to Build Minimum Viable CNNs.
CoRR, 2019

Graph Reasoning Networks for Visual Question Answering.
CoRR, 2019

Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach.
CoRR, 2019

A Quantum-inspired Algorithm for General Minimum Conical Hull Problems.
CoRR, 2019

CDPM: Convolutional Deformable Part Models for Person Re-identification.
CoRR, 2019

Soft-ranking Label Encoding for Robust Facial Age Estimation.
CoRR, 2019

Segmentation-Aware Image Denoising without Knowing True Segmentation.
CoRR, 2019

Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts.
CoRR, 2019

A Distributed Approach towards Discriminative Distance Metric Learning.
CoRR, 2019

Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications.
CoRR, 2019

Single Pixel Reconstruction for One-stage Instance Segmentation.
CoRR, 2019

Heterogeneous Multi-task Metric Learning across Multiple Domains.
CoRR, 2019

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification.
CoRR, 2019

Multi-View Matrix Completion for Multi-Label Image Classification.
CoRR, 2019

On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning.
CoRR, 2019

Fully-Featured Attribute Transfer.
CoRR, 2019

A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data.
IEEE Access, 2019

The University of Sydney's Machine Translation System for WMT19.
Proceedings of the Fourth Conference on Machine Translation, 2019

Hidden States Exploration for 3D Skeleton-Based Gesture Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Positive-Unlabeled Compression on the Cloud.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Theoretical Analysis of Adversarial Learning: A Minimax Approach.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learn, Imagine and Create: Text-to-Image Generation from Prior Knowledge.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning from Bad Data via Generation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Likelihood-Free Overcomplete ICA and Applications In Causal Discovery.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Learning Using Privileged Information for Food Recognition.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction: Multi-task RNN and Higer-order MRFs for Stock Price Classification.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

SPAGAN: Shortest Path Graph Attention Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Building Effective Short Video Recommendation.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

ReS2TIM: Reconstruct Syntactic Structures from Table Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Approximated Bilinear Modules for Temporal Modeling.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Metric Learning With Tuplet Margin Loss.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Progressive Reconstruction of Visual Structure for Image Inpainting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Supervised Representation Learning From Multi-Domain Data.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

On Exploring Undetermined Relationships for Visual Relationship Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Modular Co-Attention Networks for Visual Question Answering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

World From Blur.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MirrorGAN: Learning Text-To-Image Generation by Redescription.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Fast Spatio-Temporal Residual Network for Video Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Image-Question-Answer Synergistic Network for Visual Dialog.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Self-Supervised Representation Learning by Rotation Feature Decoupling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Two-Stage Cascaded U-Net: 1st Place Solution to BraTS Challenge 2019 Segmentation Task.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Perceptual-Sensitive GAN for Generating Adversarial Patches.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Smooth Deep Image Generator from Noises.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
User-Click-Data-Based Fine-Grained Image Recognition via Weakly Supervised Metric Learning.
ACM Trans. Multim. Comput. Commun. Appl., 2018

On Selecting Effective Patterns for Fast Support Vector Regression Training.
IEEE Trans. Neural Networks Learn. Syst., 2018

Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering.
IEEE Trans. Neural Networks Learn. Syst., 2018

Shared Predictive Cross-Modal Deep Quantization.
IEEE Trans. Neural Networks Learn. Syst., 2018

Multiclass Learning With Partially Corrupted Labels.
IEEE Trans. Neural Networks Learn. Syst., 2018

Continuous Dropout.
IEEE Trans. Neural Networks Learn. Syst., 2018

Heterogeneous Multitask Metric Learning Across Multiple Domains.
IEEE Trans. Neural Networks Learn. Syst., 2018

On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Patch Alignment Manifold Matting.
IEEE Trans. Neural Networks Learn. Syst., 2018

SCE: A Manifold Regularized Set-Covering Method for Data Partitioning.
IEEE Trans. Neural Networks Learn. Syst., 2018

GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy.
IEEE Trans. Neural Networks Learn. Syst., 2018

Supervised Discrete Hashing With Relaxation.
IEEE Trans. Neural Networks Learn. Syst., 2018

Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data.
IEEE Trans. Neural Networks Learn. Syst., 2018

Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach.
IEEE Trans. Multim., 2018

Local Deep-Feature Alignment for Unsupervised Dimension Reduction.
IEEE Trans. Image Process., 2018

Person Re-Identification With Metric Learning Using Privileged Information.
IEEE Trans. Image Process., 2018

Perceptual Adversarial Networks for Image-to-Image Transformation.
IEEE Trans. Image Process., 2018

Training Very Deep CNNs for General Non-Blind Deconvolution.
IEEE Trans. Image Process., 2018

Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks.
IEEE Trans. Image Process., 2018

Cost-Sensitive Feature Selection by Optimizing F-Measures.
IEEE Trans. Image Process., 2018

Robust Visual Tracking Revisited: From Correlation Filter to Template Matching.
IEEE Trans. Image Process., 2018

Interacting Tracklets for Multi-Object Tracking.
IEEE Trans. Image Process., 2018

Multi-Task Learning for Blind Source Separation.
IEEE Trans. Image Process., 2018

Triplet-Based Deep Hashing Network for Cross-Modal Retrieval.
IEEE Trans. Image Process., 2018

Multitask Autoencoder Model for Recovering Human Poses.
IEEE Trans. Ind. Electron., 2018

Automatic Chinese Postal Address Block Location Using Proximity Descriptors and Cooperative Profit Random Forests.
IEEE Trans. Ind. Electron., 2018

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
IEEE Trans. Cybern., 2018

Video Saliency Detection Using Object Proposals.
IEEE Trans. Cybern., 2018

A Regularization Approach for Instance-Based Superset Label Learning.
IEEE Trans. Cybern., 2018

Semi-Supervised Learning Through Label Propagation on Geodesics.
IEEE Trans. Cybern., 2018

PageSense: Toward Stylewise Contextual Advertising via Visual Analysis of Web Pages.
IEEE Trans. Circuits Syst. Video Technol., 2018

Matrix Factorization for Collaborative Budget Allocation.
IEEE Trans Autom. Sci. Eng., 2018

A Light Dual-Task Neural Network for Haze Removal.
IEEE Signal Process. Lett., 2018

Multi-view manifold learning with locality alignment.
Pattern Recognit., 2018

MoE-SPNet: A mixture-of-experts scene parsing network.
Pattern Recognit., 2018

Active multi-kernel domain adaptation for hyperspectral image classification.
Pattern Recognit., 2018

Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Shakeout: A New Approach to Regularized Deep Neural Network Training.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Fast Supervised Discrete Hashing.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Trunk-Branch Ensemble Convolutional Neural Networks for Video-Based Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Variation in longitudinal trajectories of cortical sulci in normal elderly.
NeuroImage, 2018

Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review.
Inf. Fusion, 2018

Facial feature point detection: A comprehensive survey.
Neurocomputing, 2018

On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization.
Int. J. Comput. Vis., 2018

Generalization Bounds for Vicinal Risk Minimization Principle.
CoRR, 2018

An Optimal Transport View on Generalization.
CoRR, 2018

The Expressive Power of Parameterized Quantum Circuits.
CoRR, 2018

Transfer Metric Learning: Algorithms, Applications and Outlooks.
CoRR, 2018

Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient.
CoRR, 2018

Implementable Quantum Classifier for Nonlinear Data.
CoRR, 2018

Geometry-Consistent Adversarial Networks for One-Sided Unsupervised Domain Mapping.
CoRR, 2018

Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem.
CoRR, 2018

Matrix Infinitely Divisible Series: Tail Inequalities and Applications in Optimization.
CoRR, 2018

Discriminative multi-view Privileged Information learning for image re-ranking.
CoRR, 2018

Instance-Dependent PU Learning by Bayesian Optimal Relabeling.
CoRR, 2018

Domain Generalization via Conditional Invariant Representation.
CoRR, 2018

Improved Techniques for Learning to Dehaze and Beyond: A Collective Study.
CoRR, 2018

Stochastic Zeroth-order Optimization via Variance Reduction method.
CoRR, 2018

Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification.
CoRR, 2018

Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker.
CoRR, 2018

An Information-Theoretic View for Deep Learning.
CoRR, 2018

Deep Motion Boundary Detection.
CoRR, 2018

Causal Generative Domain Adaptation Networks.
CoRR, 2018

Learning Decorrelated Hashing Codes for Multimodal Retrieval.
CoRR, 2018

VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning.
CoRR, 2018

A survey on trajectory clustering analysis.
CoRR, 2018

On the Rates of Convergence from Surrogate Risk Minimizers to the Bayes Optimal Classifier.
CoRR, 2018

CRISPR/Cas9 cleavage efficiency regression through boosting algorithms and Markov sequence profiling.
Bioinform., 2018

Random Angular Projection for Fast Nearest Subspace Search.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Learning Versatile Filters for Efficient Convolutional Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dual Swap Disentangling.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Comprehensive Distance-Preserving Autoencoders for Cross-Modal Retrieval.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

One-Pass Multi-task Convolutional Neural Networks for Efficient Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Learning Contextual and Attentive Information for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

On Quantifying Local Geometric Structures of Fiber Tracts.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Towards Evolutionary Compression.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep r -th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Semantic Structure-based Unsupervised Deep Hashing.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Online Heterogeneous Transfer Metric Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

R-SVM+: Robust Learning with Privileged Information.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Historical Gradient Boosting Machine.
Proceedings of the GCAI-2018, 2018

Learning with Biased Complementary Labels.
Proceedings of the Computer Vision - ECCV 2018, 2018

Correcting the Triplet Selection Bias for Triplet Loss.
Proceedings of the Computer Vision - ECCV 2018, 2018

Saliency Preservation in Low-Resolution Grayscale Images.
Proceedings of the Computer Vision - ECCV 2018, 2018

FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification.
Proceedings of the Computer Vision - ECCV 2018, 2018

Selective Zero-Shot Classification with Augmented Attributes.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Domain Generalization via Conditional Invariant Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields.
Proceedings of the Computer Vision - ECCV 2018, 2018

Attention-GAN for Object Transfiguration in Wild Images.
Proceedings of the Computer Vision - ECCV 2018, 2018

Context Refinement for Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Bitcoin Mixing Detection Using Deep Autoencoder.
Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Geometry-Aware Scene Text Detection With Instance Transformation Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Ordinal Regression Network for Monocular Depth Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Towards Query Efficient Black-box Attacks: An Input-free Perspective.
Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, 2018

Learning With Single-Teacher Multi-Student.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adversarial Learning of Portable Student Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Sequence-to-Sequence Learning via Shared Latent Representation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Domain Generalization via Conditional Invariant Representations.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Reinforced Multi-Label Image Classification by Exploring Curriculum.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Discriminative GoDec+ for Classification.
IEEE Trans. Signal Process., 2017

Coarse-to-Fine Learning for Single-Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2017

A Biologically Inspired Appearance Model for Robust Visual Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2017

Large-Cone Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2017

Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene.
IEEE Trans. Neural Networks Learn. Syst., 2017

The Twist Tensor Nuclear Norm for Video Completion.
IEEE Trans. Neural Networks Learn. Syst., 2017

Feature Selection Based on Structured Sparsity: A Comprehensive Study.
IEEE Trans. Neural Networks Learn. Syst., 2017

Label Propagation via Teaching-to-Learn and Learning-to-Teach.
IEEE Trans. Neural Networks Learn. Syst., 2017

Asymmetric Binary Coding for Image Search.
IEEE Trans. Multim., 2017

PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images.
IEEE Trans. Multim., 2017

Robust Dual Clustering with Adaptive Manifold Regularization.
IEEE Trans. Knowl. Data Eng., 2017

Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence.
IEEE Trans. Knowl. Data Eng., 2017

Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition.
ACM Trans. Intell. Syst. Technol., 2017

Large Sparse Cone Non-negative Matrix Factorization for Image Annotation.
ACM Trans. Intell. Syst. Technol., 2017

Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation.
ACM Trans. Intell. Syst. Technol., 2017

Friend or Foe: Fine-Grained Categorization With Weak Supervision.
IEEE Trans. Image Process., 2017

DCT Regularized Extreme Visual Recovery.
IEEE Trans. Image Process., 2017

Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects.
IEEE Trans. Image Process., 2017

Global Hashing System for Fast Image Search.
IEEE Trans. Image Process., 2017

Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching.
IEEE Trans. Image Process., 2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
IEEE Trans. Image Process., 2017

dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs.
IEEE Trans. Image Process., 2017

Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification.
IEEE Trans. Image Process., 2017

Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search.
IEEE Trans. Image Process., 2017

Adaptive Cascade Regression Model For Robust Face Alignment.
IEEE Trans. Image Process., 2017

Discriminative Multi-View Interactive Image Re-Ranking.
IEEE Trans. Image Process., 2017

Robust Object Tracking With Discrete Graph-Based Multiple Experts.
IEEE Trans. Image Process., 2017

Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach.
IEEE Trans. Image Process., 2017

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.
IEEE Trans. Image Process., 2017

Coupled Deep Autoencoder for Single Image Super-Resolution.
IEEE Trans. Cybern., 2017

Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking.
IEEE Trans. Cybern., 2017

Active Multitask Learning With Trace Norm Regularization Based on Excess Risk.
IEEE Trans. Cybern., 2017

Stacked Convolutional Denoising Auto-Encoders for Feature Representation.
IEEE Trans. Cybern., 2017

Exploring Representativeness and Informativeness for Active Learning.
IEEE Trans. Cybern., 2017

Dynamically Modulated Mask Sparse Tracking.
IEEE Trans. Cybern., 2017

Combining local and global: Rich and robust feature pooling for visual recognition.
Pattern Recognit., 2017

Diversified dictionaries for multi-instance learning.
Pattern Recognit., 2017

Multi-layer multi-view topic model for classifying advertising video.
Pattern Recognit., 2017

Pose-invariant face recognition with homography-based normalization.
Pattern Recognit., 2017

Algorithm-Dependent Generalization Bounds for Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

LSV-Based Tail Inequalities for Sums of Random Matrices.
Neural Comput., 2017

Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model.
Inf. Sci., 2017

LAM<sup>3</sup>L: Locally adaptive maximum margin metric learning for visual data classification.
Neurocomputing, 2017

RESIDE: A Benchmark for Single Image Dehazing.
CoRR, 2017

Learning Reduced-Resolution and Super-Resolution Networks in Synch.
CoRR, 2017

Duality-free Methods for Stochastic Composition Optimization.
CoRR, 2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
CoRR, 2017

A Compromise Principle in Deep Monocular Depth Estimation.
CoRR, 2017

Beyond Bilinear: Generalized Multi-modal Factorized High-order Pooling for Visual Question Answering.
CoRR, 2017

Sparse Representation based Multi-sensor Image Fusion: A Review.
CoRR, 2017

Towards Evolutional Compression.
CoRR, 2017

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition.
CoRR, 2017

Cross disease analysis of co-functional microRNA pairs on a reconstructed network of disease-gene-microRNA tripartite.
BMC Bioinform., 2017

Causal Discovery from Temporally Aggregated Time Series.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

DL-61-86 at TRECVID 2017: Video-to-Text Description.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Learning from Multiple Teacher Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Adaptive Manifold Regularized Matrix Factorization for Data Clustering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Privileged Multi-label Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Positive and Unlabeled Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Tag Disentangled Generative Adversarial Network for Object Image Re-rendering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

On Gleaning Knowledge from Multiple Domains for Active Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improving Stochastic Block Models by Incorporating Power-Law Degree Characteristic.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Understanding How Feature Structure Transfers in Transfer Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast SVM Trained by Divide-and-Conquer Anchors.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Classification and Representation Joint Learning via Deep Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Collaborative Rating Allocation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Privileged Matrix Factorization for Collaborative Filtering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Beyond Filters: Compact Feature Map for Portable Deep Model.
Proceedings of the 34th International Conference on Machine Learning, 2017

Algorithmic Stability and Hypothesis Complexity.
Proceedings of the 34th International Conference on Machine Learning, 2017

Learning with Inadequate and Incorrect Supervision.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Centered Weight Normalization in Accelerating Training of Deep Neural Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Coarse-Fine Network for Keypoint Localization.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Joint Intrinsic-Extrinsic Prior Model for Retinex.
Proceedings of the IEEE International Conference on Computer Vision, 2017

On Compressing Deep Models by Low Rank and Sparse Decomposition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Improving Training of Deep Neural Networks via Singular Value Bounding.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

A Diversified Generative Latent Variable Model for WiFi-SLAM.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Beyond RPCA: Flattening Complex Noise in the Frequency Domain.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Structure Regularized Unsupervised Discriminant Feature Analysis.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection.
IEEE Trans. Neural Networks Learn. Syst., 2016

Multiple Representations-Based Face Sketch-Photo Synthesis.
IEEE Trans. Neural Networks Learn. Syst., 2016

On the Performance of Manhattan Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2016

Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2016

Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction.
IEEE Trans. Medical Imaging, 2016

Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization.
IEEE Trans. Knowl. Data Eng., 2016

Fast Sampling for Time-Varying Determinantal Point Processes.
ACM Trans. Knowl. Discov. Data, 2016

Video Face Editing Using Temporal-Spatial-Smooth Warping.
ACM Trans. Intell. Syst. Technol., 2016

Mutual Component Analysis for Heterogeneous Face Recognition.
ACM Trans. Intell. Syst. Technol., 2016

A Comprehensive Survey on Pose-Invariant Face Recognition.
ACM Trans. Intell. Syst. Technol., 2016

Kernel Learning for Dynamic Texture Synthesis.
IEEE Trans. Image Process., 2016

Local Rademacher Complexity for Multi-Label Learning.
IEEE Trans. Image Process., 2016

Multinomial Latent Logistic Regression for Image Understanding.
IEEE Trans. Image Process., 2016

Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing.
IEEE Trans. Image Process., 2016

Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression.
IEEE Trans. Image Process., 2016

Non-Local Auto-Encoder With Collaborative Stabilization for Image Restoration.
IEEE Trans. Image Process., 2016

Coupled Learning for Facial Deblur.
IEEE Trans. Image Process., 2016

A Fast Optimization Method for General Binary Code Learning.
IEEE Trans. Image Process., 2016

Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification.
IEEE Trans. Image Process., 2016

Simple to Complex Transfer Learning for Action Recognition.
IEEE Trans. Image Process., 2016

Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search.
IEEE Trans. Image Process., 2016

Dual Sparse Constrained Cascade Regression for Robust Face Alignment.
IEEE Trans. Image Process., 2016

Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search.
IEEE Trans. Image Process., 2016

Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection.
IEEE Trans. Image Process., 2016

Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification.
IEEE Trans. Image Process., 2016

SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression.
IEEE Trans. Image Process., 2016

Unified Photo Enhancement by Discovering Aesthetic Communities From Flickr.
IEEE Trans. Image Process., 2016

Multi-View Object Retrieval via Multi-Scale Topic Models.
IEEE Trans. Image Process., 2016

Connected Component Model for Multi-Object Tracking.
IEEE Trans. Image Process., 2016

Multi-Modal Curriculum Learning for Semi-Supervised Image Classification.
IEEE Trans. Image Process., 2016

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images.
IEEE Trans. Image Process., 2016

BIT: Biologically Inspired Tracker.
IEEE Trans. Image Process., 2016

DehazeNet: An End-to-End System for Single Image Haze Removal.
IEEE Trans. Image Process., 2016

p-Laplacian Regularized Sparse Coding for Human Activity Recognition.
IEEE Trans. Ind. Electron., 2016

Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization.
IEEE Trans. Geosci. Remote. Sens., 2016

Relative Attribute SVM+ Learning for Age Estimation.
IEEE Trans. Cybern., 2016

Perceptual Attributes Optimization for Multivideo Summarization.
IEEE Trans. Cybern., 2016

Representative Vector Machines: A Unified Framework for Classical Classifiers.
IEEE Trans. Cybern., 2016

Automatic Band Selection Using Spatial-Structure Information and Classifier-Based Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Big data meets multimedia analytics.
Signal Process., 2016

DropSample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten Chinese character recognition.
Pattern Recognit., 2016

Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Classification with Noisy Labels by Importance Reweighting.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Per-Round Knapsack-Constrained Linear Submodular Bandits.
Neural Comput., 2016

Dimensionality-Dependent Generalization Bounds for <i>k</i>-Dimensional Coding Schemes.
Neural Comput., 2016

M<sup>3</sup> CSR: Multi-view, multi-scale and multi-component cascade shape regression.
Image Vis. Comput., 2016

A multi-task model for simultaneous face identification and facial expression recognition.
Neurocomputing, 2016

A minimal Munsell value error based laser printer model.
Neurocomputing, 2016

Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.
Neurocomputing, 2016

Recent advances in Support Vector Machines.
Neurocomputing, 2016

Big learning in social media analytics.
Neurocomputing, 2016

Pattern Recognition, Part 2.
IEEE Intell. Syst., 2016

Pattern Recognition, Part 1 [Guest editors' introduction].
IEEE Intell. Syst., 2016

Streaming Label Learning for Modeling Labels on the Fly.
CoRR, 2016

Streaming View Learning.
CoRR, 2016

Multi-View Subspace Clustering via Relaxed L<sub>1</sub>-Norm of Tensor Multi-Rank.
CoRR, 2016

Parts for the Whole: The DCT Norm for Extreme Visual Recovery.
CoRR, 2016

Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks.
CoRR, 2016

Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes.
CoRR, 2016

Real Time Fine-Grained Categorization with Accuracy and Interpretability.
CoRR, 2016

On Combining Compressed Sensing and Sparse Representations for Object Tracking.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Real-Time Video Dehazing Based on Spatio-Temporal MRF.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

CNNpack: Packing Convolutional Neural Networks in the Frequency Domain.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Transform-Invariant Convolutional Neural Networks for Image Classification and Search.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Robust Extreme Multi-label Learning.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sparse tensor discriminative locality alignment for gait recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Denoising auto-encoders toward robust unsupervised feature representation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Embedded locality discriminant GPLVM for dimensionality reduction.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Empirical Risk Minimization for Metric Learning Using Privileged Information.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Domain Adaptation with Conditional Transferable Components.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Deep Neural Networks with Relativity Learning for facial expression recognition.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Which face is more attractive?
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Sublinear Dual Coordinate Ascent for Regularized Loss Minimization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Regularized Large Margin Distance Metric Learning.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Online Semi-Supervised Multi-task Distance Metric Learning.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.
Proceedings of the Computer Vision - ECCV 2016, 2016

Multilinear Hyperplane Hashing.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Conditional Graphical Lasso for Multi-label Image Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Part-Stacked CNN for Fine-Grained Visual Categorization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Occlusion Boundary Detection via Deep Exploration of Context.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep semantic understanding of high resolution remote sensing image.
Proceedings of the International Conference on Computer, 2016

Subspace Clustering by Capped l_1 l 1 Norm.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Multi-view Latent Space Learning Based on Local Discriminant Embedding.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

Report on the BTAS 2016 Video Person Recognition Evaluation.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Submodular Asymmetric Feature Selection in Cascade Object Detection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Linear Submodular Bandits with a Knapsack Constraint.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Scalable Completion of Nonnegative Matrix with Separable Structure.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Random Mixed Field Model for Mixed-Attribute Data Restoration.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Shakeout: A New Regularized Deep Neural Network Training Scheme.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Discriminative Vanishing Component Analysis.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2015

Robust Multitask Multiview Tracking in Videos.
IEEE Trans. Neural Networks Learn. Syst., 2015

Learning to Track Multiple Targets.
IEEE Trans. Neural Networks Learn. Syst., 2015

Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data.
IEEE Trans. Neural Networks Learn. Syst., 2015

Blind Image Quality Assessment via Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Fick's Law Assisted Propagation for Semisupervised Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Deformed Graph Laplacian for Semisupervised Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Learning to Rank for Blind Image Quality Assessment.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Distributed Approach Toward Discriminative Distance Metric Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Database Saliency for Fast Image Retrieval.
IEEE Trans. Multim., 2015

Robust Face Recognition via Multimodal Deep Face Representation.
IEEE Trans. Multim., 2015

Diversified Hidden Markov Models for Sequential Labeling.
IEEE Trans. Knowl. Data Eng., 2015

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction.
IEEE Trans. Knowl. Data Eng., 2015

Where2Stand: A Human Position Recommendation System for Souvenir Photography.
ACM Trans. Intell. Syst. Technol., 2015

Exploring Spatial Correlation for Visual Object Retrieval.
ACM Trans. Intell. Syst. Technol., 2015

Nonnegative Multiresolution Representation-Based Texture Image Classification.
ACM Trans. Intell. Syst. Technol., 2015

Tracking Human Pose Using Max-Margin Markov Models.
IEEE Trans. Image Process., 2015

Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution.
IEEE Trans. Image Process., 2015

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising.
IEEE Trans. Image Process., 2015

An Efficient MRF Embedded Level Set Method for Image Segmentation.
IEEE Trans. Image Process., 2015

Multi-View Learning With Incomplete Views.
IEEE Trans. Image Process., 2015

DERF: Distinctive Efficient Robust Features From the Biological Modeling of the P Ganglion Cells.
IEEE Trans. Image Process., 2015

Efficient Robust Conditional Random Fields.
IEEE Trans. Image Process., 2015

Temporal Variance Analysis for Action Recognition.
IEEE Trans. Image Process., 2015

Multiview Matrix Completion for Multilabel Image Classification.
IEEE Trans. Image Process., 2015

Random Forest Construction With Robust Semisupervised Node Splitting.
IEEE Trans. Image Process., 2015

Random Geometric Prior Forest for Multiclass Object Segmentation.
IEEE Trans. Image Process., 2015

Single Image Superresolution via Directional Group Sparsity and Directional Features.
IEEE Trans. Image Process., 2015

Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition.
IEEE Trans. Image Process., 2015

High-Order Topology Modeling of Visual Words for Image Classification.
IEEE Trans. Image Process., 2015

Multimodal Deep Autoencoder for Human Pose Recovery.
IEEE Trans. Image Process., 2015

Multi-Task Pose-Invariant Face Recognition.
IEEE Trans. Image Process., 2015

Image-Based Three-Dimensional Human Pose Recovery by Multiview Locality-Sensitive Sparse Retrieval.
IEEE Trans. Ind. Electron., 2015

Learning to Rank Using User Clicks and Visual Features for Image Retrieval.
IEEE Trans. Cybern., 2015

Image Search Reranking With Hierarchical Topic Awareness.
IEEE Trans. Cybern., 2015

Biclustering Learning of Trading Rules.
IEEE Trans. Cybern., 2015

Texture Classification and Retrieval Using Shearlets and Linear Regression.
IEEE Trans. Cybern., 2015

Sparse Dissimilarity-Constrained Coding for Glaucoma Screening.
IEEE Trans. Biomed. Eng., 2015

Exploration of Image Search Results Quality Assessment.
IEEE Trans. Big Data, 2015

No Reference Quality Assessment for Multiply-Distorted Images Based on an Improved Bag-of-Words Model.
IEEE Signal Process. Lett., 2015

A deep structure for human pose estimation.
Signal Process., 2015

A sparse and discriminative tensor to vector projection for human gait feature representation.
Signal Process., 2015

An adaptive hybrid pattern for noise-robust texture analysis.
Pattern Recognit., 2015

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognit., 2015

Multi-task proximal support vector machine.
Pattern Recognit., 2015

Multi-View Intact Space Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Large-margin multi-view Gaussian process.
Multim. Syst., 2015

Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing, 2015

Robust visual tracking via multi-graph ranking.
Neurocomputing, 2015

A level set method with shape priors by using locality preserving projections.
Neurocomputing, 2015

The 21st International Conference on MultiMedia Modeling.
IEEE Multim., 2015

A New Low-Rank Tensor Model for Video Completion.
CoRR, 2015

An Experimental Survey on Correlation Filter-based Tracking.
CoRR, 2015

Computational Intelligence for Changing Environments [Guest Editorial].
IEEE Comput. Intell. Mag., 2015

DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Active Multi-task Learning via Bandits.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Non-negative Low-Rank and Group-Sparse Matrix Factorization.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Two-Dimensional Euler PCA for Face Recognition.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Efficient Latent Link Recommendation in Signed Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Spectral Ensemble Clustering.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Correntropy supervised non-negative matrix factorization.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Multi-view Self-Paced Learning for Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multi-Task Model and Feature Joint Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Discovering Temporal Causal Relations from Subsampled Data.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Feature regions based on graph optimization for robust reversible watermarking.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

MMFE: Multitask Multiview Feature Embedding.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

R2FP: Rich and Robust Feature Pooling for Mining Visual Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Top-k Link Recommendation in Social Networks.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Report on the FG 2015 Video Person Recognition Evaluation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Automatic Preview Frame Selection for Online Videos.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Rank Preserving Hashing for Rapid Image Search.
Proceedings of the 2015 Data Compression Conference, 2015

FaLRR: A fast low rank representation solver.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Saliency propagation from simple to difficult.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A maximum entropy feature descriptor for age invariant face recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Batch Mode Active Learning for Geographical Image Classification.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Large-Margin Multi-Label Causal Feature Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
A Unified Learning Framework for Single Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2014

Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2014

Weakly Supervised Multi-Graph Learning for Robust Image Reranking.
IEEE Trans. Multim., 2014

Click Prediction for Web Image Reranking Using Multimodal Sparse Coding.
IEEE Trans. Image Process., 2014

Diverse Expected Gradient Active Learning for Relative Attributes.
IEEE Trans. Image Process., 2014

Improving Level Set Method for Fast Auroral Oval Segmentation.
IEEE Trans. Image Process., 2014

Video Tonal Stabilization via Color States Smoothing.
IEEE Trans. Image Process., 2014

Learning Discriminative Dictionary for Group Sparse Representation.
IEEE Trans. Image Process., 2014

Robust 3D Face Landmark Localization Based on Local Coordinate Coding.
IEEE Trans. Image Process., 2014

Person Re-Identification Over Camera Networks Using Multi-Task Distance Metric Learning.
IEEE Trans. Image Process., 2014

Decomposition-Based Transfer Distance Metric Learning for Image Classification.
IEEE Trans. Image Process., 2014

Common Feature Discriminant Analysis for Matching Infrared Face Images to Optical Face Images.
IEEE Trans. Image Process., 2014

Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification.
IEEE Trans. Image Process., 2014

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geosci. Remote. Sens., 2014

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2014

Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens., 2014

Spectral-Spatial Constraint Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

High-Order Distance-Based Multiview Stochastic Learning in Image Classification.
IEEE Trans. Cybern., 2014

A Nonlinear Adaptive Level Set for Image Segmentation.
IEEE Trans. Cybern., 2014

Spatio-Temporal Laplacian Pyramid Coding for Action Recognition.
IEEE Trans. Cybern., 2014

Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection.
IEEE Trans. Cybern., 2014

Local Metric Learning for Exemplar-Based Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2014

Robust face recognition via occlusion dictionary learning.
Pattern Recognit., 2014

Large-Margin Multi-ViewInformation Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Social media mining and knowledge discovery.
Multim. Syst., 2014

Multimedia modeling.
Inf. Sci., 2014

Being rational or aggressive? A revisit to Dunbar's number in online social networks.
Neurocomputing, 2014

A Comprehensive Survey to Face Hallucination.
Int. J. Comput. Vis., 2014

Dayside aurora classification via BIFs-based sparse representation using manifold learning.
Int. J. Comput. Math., 2014

Multiview Hessian discriminative sparse coding for image annotation.
Comput. Vis. Image Underst., 2014

Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning.
CoRR, 2014

Distortion-driven Turbulence Effect Removal using Variational Model.
CoRR, 2014

Recent Progress in Image Deblurring.
CoRR, 2014

Facial Feature Point Detection: A Comprehensive Survey.
CoRR, 2014

Video Face Editing Using Temporal-Spatial-Smooth Warping.
CoRR, 2014

A K-L divergence constrained sparse NMF for hyperspectral signal unmixing.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Correntropy induced metric based graph regularized non-negative matrix factorization.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Multi-view Multi-task Feature Extraction for Web Image Classification.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Face Recognition from Multiple Images per Subject.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-task copula by sparse graph regression.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Networked bandits with disjoint linear payoffs.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Soft-constrained nonnegative matrix factorization via normalization.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Noise-Robust Adaptive Hybrid Pattern for Texture Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Large-margin Weakly Supervised Dimensionality Reduction.
Proceedings of the 31th International Conference on Machine Learning, 2014

Learning relative features through adaptive pooling for image classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Image super-resolution using multi-layer support vector regression.
Proceedings of the IEEE International Conference on Acoustics, 2014

Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Architectural Style Classification Using Multinomial Latent Logistic Regression.
Proceedings of the Computer Vision - ECCV 2014, 2014

Tracking Using Multilevel Quantizations.
Proceedings of the Computer Vision - ECCV 2014, 2014

Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Weakly Supervised Multiclass Video Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Semi-supervised Coupled Dictionary Learning for Person Re-identification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Signed Laplacian Embedding for Supervised Dimension Reduction.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

ReLISH: Reliable Label Inference via Smoothness Hypothesis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Active Learning for Crowdsourcing Using Knowledge Transfer.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions.
IEEE Trans. Neural Networks Learn. Syst., 2013

Single Image Super-Resolution With Multiscale Similarity Learning.
IEEE Trans. Neural Networks Learn. Syst., 2013

Transductive Face Sketch-Photo Synthesis.
IEEE Trans. Neural Networks Learn. Syst., 2013

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2013

Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning.
IEEE Trans. Neural Networks Learn. Syst., 2013

Exponential Family Factors for Bayesian Factor Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2013

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Medical Imaging, 2013

Double Shrinking Sparse Dimension Reduction.
IEEE Trans. Image Process., 2013

Grassmannian Regularized Structured Multi-View Embedding for Image Classification.
IEEE Trans. Image Process., 2013

Joint Sparse Learning for 3-D Facial Expression Generation.
IEEE Trans. Image Process., 2013

W-Tree Indexing for Fast Visual Word Generation.
IEEE Trans. Image Process., 2013

Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification.
IEEE Trans. Image Process., 2013

Multiview Hessian Regularization for Image Annotation.
IEEE Trans. Image Process., 2013

A Bayesian Hierarchical Factorization Model for Vector Fields.
IEEE Trans. Image Process., 2013

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2013

Embedding Motion and Structure Features for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2013

Machine learning in intelligent image processing.
Signal Process., 2013

Learning colours from textures by sparse manifold embedding.
Signal Process., 2013

Heterogeneous image transformation.
Pattern Recognit. Lett., 2013

Pairwise constraints based multiview features fusion for scene classification.
Pattern Recognit., 2013

Biview face recognition in the shape-texture domain.
Pattern Recognit., 2013

Local discriminative distance metrics ensemble learning.
Pattern Recognit., 2013

Visual saliency detection using information divergence.
Pattern Recognit., 2013

Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly.
NeuroImage, 2013

Risk bounds of learning processes for Lévy processes.
J. Mach. Learn. Res., 2013

Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization.
Inf. Sci., 2013

Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot.
Inf. Sci., 2013

Unsupervised transfer learning for target detection from hyperspectral images.
Neurocomputing, 2013

Sparse Norm Filtering
CoRR, 2013

A Survey on Multi-view Learning
CoRR, 2013

Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey
CoRR, 2013

Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition.
CoRR, 2013

ANEEC: A Quasi-Automatic System for Massive Named Entity Extraction and Categorization.
Comput. J., 2013

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Orthogonal Nonnegative Locally Linear Embedding.
Proceedings of the IEEE International Conference on Systems, 2013

Superpixel Classification Based Optic Cup Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Constrained stochastic gradient descent for large-scale least squares problem.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

k-bit Hamming compressed sensing.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Shifted Subspaces Tracking on Sparse Outlier for Motion Segmentation.
Proceedings of the IJCAI 2013, 2013

Semi-Supervised Learning with Manifold Fitted Graphs.
Proceedings of the IJCAI 2013, 2013

A Bayesian Factorised Covariance Model for Image Analysis.
Proceedings of the IJCAI 2013, 2013

Multiple instance learning via distance metric optimization.
Proceedings of the IEEE International Conference on Image Processing, 2013

Image super-resolution via non-local steering kernel regression regularization.
Proceedings of the IEEE International Conference on Image Processing, 2013

Learning to multimodal hash for robust video copy detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Large-margin multi-view Gaussian process for image classification.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Divide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix Factorization and Completion in High Dimensions.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Tracking via Robust Multi-task Multi-view Joint Sparse Representation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Visual Reranking through Weakly Supervised Multi-graph Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2013


Semi-supervised Node Splitting for Random Forest Construction.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Greedy Bilateral Sketch, Completion & Smoothing.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Image Quality Assessment - A Multiscale Geometric Analysis-Based Framework and Examples.
Proceedings of the Handbook of Natural Computing, 2012

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization.
IEEE Trans. Signal Process., 2012

On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Multivariate Multilinear Regression.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Cross-Domain Human Action Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Sparse transfer learning for interactive video search reranking.
ACM Trans. Multim. Comput. Commun. Appl., 2012

Generalization Bounds of ERM-Based Learning Processes for Continuous-Time Markov Chains.
IEEE Trans. Neural Networks Learn. Syst., 2012

Discretized-Vapnik-Chervonenkis Dimension for Analyzing Complexity of Real Function Classes.
IEEE Trans. Neural Networks Learn. Syst., 2012

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation.
IEEE Trans. Neural Networks Learn. Syst., 2012

Constrained Empirical Risk Minimization Framework for Distance Metric Learning.
IEEE Trans. Neural Networks Learn. Syst., 2012

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding.
IEEE Trans. Multim., 2012

Parallel Lasso for Large-Scale Video Concept Detection.
IEEE Trans. Multim., 2012

Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold.
IEEE Trans. Medical Imaging, 2012

Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression.
IEEE Trans. Image Process., 2012

Semisupervised Multiview Distance Metric Learning for Cartoon Synthesis.
IEEE Trans. Image Process., 2012

Adaptive Hypergraph Learning and its Application in Image Classification.
IEEE Trans. Image Process., 2012

Multimodal Graph-Based Reranking for Web Image Search.
IEEE Trans. Image Process., 2012

Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation.
IEEE Trans. Image Process., 2012

Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network.
IEEE Trans. Image Process., 2012

Probabilistic Exposure Fusion.
IEEE Trans. Image Process., 2012

Image Super-Resolution With Sparse Neighbor Embedding.
IEEE Trans. Image Process., 2012

Joint Learning for Single-Image Super-Resolution via a Coupled Constraint.
IEEE Trans. Image Process., 2012

3-D Object Retrieval and Recognition With Hypergraph Analysis.
IEEE Trans. Image Process., 2012

Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking.
IEEE Trans. Image Process., 2012

On Preserving Original Variables in Bayesian PCA With Application to Image Analysis.
IEEE Trans. Image Process., 2012

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2012

Sparse Unsupervised Dimensionality Reduction for Multiple View Data.
IEEE Trans. Circuits Syst. Video Technol., 2012

Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation.
IEEE Trans. Circuits Syst. Video Technol., 2012

Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Interactive cartoon reusing by transfer learning.
Signal Process., 2012

Feature fusion for 3D hand gesture recognition by learning a shared hidden space.
Pattern Recognit. Lett., 2012

A cascade fusion scheme for gait and cumulative foot pressure image recognition.
Pattern Recognit., 2012

Attribute-restricted latent topic model for person re-identification.
Pattern Recognit., 2012

A probabilistic model for image representation via multiple patterns.
Pattern Recognit., 2012

Slow Feature Analysis for Human Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Ensemble Manifold Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Social image annotation via cross-domain subspace learning.
Multim. Tools Appl., 2012

Compressed labeling on distilled labelsets for multi-label learning.
Mach. Learn., 2012

Multi-label Subspace Ensemble.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Video super-resolution with 3D adaptive normalized convolution.
Neurocomputing, 2012

Graph based transductive learning for cartoon correspondence construction.
Neurocomputing, 2012

Video-based non-uniform object motion blur estimation and deblurring.
Neurocomputing, 2012

Content-adaptive reliable robust lossless data embedding.
Neurocomputing, 2012

Robust lossless data hiding using clustering and statistical quantity histogram.
Neurocomputing, 2012

MahNMF: Manhattan Non-negative Matrix Factorization
CoRR, 2012

Segment-Based Features for Time Series Classification.
Comput. J., 2012

Exploiting visual word co-occurrence for image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Labelset anchored subspace ensemble (LASE) for multi-label annotation.
Proceedings of the International Conference on Multimedia Retrieval, 2012

HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation.