Yun Fu

Orcid: 0000-0002-8588-5084

Affiliations:
  • Northeastern University, Department of Electrical and Computer Engineering / College of Computer and Information Science, Boston, MA, USA
  • University at Buffalo-State University of New York, Department of Computer Science and Engineering, NY, USA (since 2010)
  • Tufts University, Medford, MA, USA (2009)
  • BBN Technologies, Cambridge, MA, USA (since 2008)
  • University of Illinois at Urbana-Champaign, Electrical and Computer Engineering Department, IL, USA (PhD 2008)


According to our database1, Yun Fu authored at least 474 papers between 2006 and 2024.

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Bibliography

2024
Efficient Modulation for Vision Networks.
CoRR, 2024

Don't Judge by the Look: Towards Motion Coherent Video Representation.
CoRR, 2024

AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perceptual Image Super-resolution.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Pyramid Attention Network for Image Restoration.
Int. J. Comput. Vis., December, 2023

Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

LRPRNet: Lightweight Deep Network by Low-Rank Pointwise Residual Convolution.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Transforming Complex Problems Into K-Means Solutions.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

From Ensemble Clustering to Subspace Clustering: Cluster Structure Encoding.
IEEE Trans. Neural Networks Learn. Syst., May, 2023

Lattice Network for Lightweight Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Generative Multi-Label Correlation Learning.
ACM Trans. Knowl. Discov. Data, February, 2023

Balancing Biases and Preserving Privacy on Balanced Faces in the Wild.
IEEE Trans. Image Process., 2023

Human Motion Segmentation via Velocity-Sensitive Dual-Side Auto-Encoder.
IEEE Trans. Image Process., 2023

Image-Text Embedding Learning via Visual and Textual Semantic Reasoning.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection.
CoRR, 2023

Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning.
CoRR, 2023

UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Latent Graph Inference with Limited Supervision.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring Question Decomposition for Zero-Shot VQA.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Layout Sequence Prediction From Noisy Mobile Modality.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Rethinking Neighborhood Consistency Learning on Unsupervised Domain Adaptation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

High-Throughput Microscopy Image Deblurring with Graph Reasoning Attention Network.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Trainability Preserving Neural Pruning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Discovering Informative and Robust Positives for Video Domain Adaptation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Image as Set of Points.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Momentum is All You Need for Data-Driven Adaptive Optimization.
Proceedings of the IEEE International Conference on Data Mining, 2023

Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Efficient Converted Spiking Neural Network for 3D and 2D Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Frame Flexible Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-Shot Real Image Animation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Cross-Domain Detection with Self-Supervised Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Real-Time Neural Light Field on Mobile Devices.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Layout Representation Learning with Spatial and Structural Hierarchies.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Guided Graph Attention Learning for Video-Text Matching.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Representative Task Self-Selection for Flexible Clustered Lifelong Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Learnable Subspace Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2022

Vehicle and Person Re-Identification With Support Neighbor Loss.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Learning for Fashion Style Generation.
IEEE Trans. Neural Networks Learn. Syst., 2022

Families in Wild Multimedia: A Multimodal Database for Recognizing Kinship.
IEEE Trans. Multim., 2022

Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation.
ACM Trans. Knowl. Discov. Data, 2022

Semi-Supervised Domain Adaptive Structure Learning.
IEEE Trans. Image Process., 2022

Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding.
IEEE Trans. Cybern., 2022

Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization.
IEEE Trans. Cybern., 2022

Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Human Action Recognition and Prediction: A Survey.
Int. J. Comput. Vis., 2022

A Close Look at Spatial Modeling: From Attention to Convolution.
CoRR, 2022

Trainability Preserving Neural Structured Pruning.
CoRR, 2022

Collaborative Attention Mechanism for Multi-Modal Time Series Classification.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Meta Adversarial Weight for Unsupervised Domain Adaptation.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Look More but Care Less in Video Recognition.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Parameter-Efficient Masking Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multimodal In-bed Pose and Shape Estimation under the Blankets.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Adjustable Memory-efficient Image Super-resolution via Individual Kernel Sparsity.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Generating Topological Structure of Floorplans from Room Attributes.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

External Knowledge Infusion for Tabular Pre-training Models with Dual-adapters.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Test-time Fourier Style Calibration for Domain Generalization.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Recent Advances on Neural Network Pruning at Initialization.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Dual Lottery Ticket Hypothesis.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Making Reconstruction-based Method Great Again for Video Anomaly Detection.
Proceedings of the IEEE International Conference on Data Mining, 2022

R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis.
Proceedings of the Computer Vision - ECCV 2022, 2022

Single-Stream Multi-level Alignment for Vision-Language Pretraining.
Proceedings of the Computer Vision - ECCV 2022, 2022

Adaptive Trajectory Prediction via Transferable GNN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards Layer-wise Image Vectorization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning to Learn across Diverse Data Biases in Deep Face Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Robust Semi-supervised Domain Adaptation against Noisy Labels.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Self-supervision Meets Adversarial Perturbation: A Novel Framework for Anomaly Detection.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Continual Multiview Task Learning via Deep Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2021

Clustering With Outlier Removal.
IEEE Trans. Knowl. Data Eng., 2021

Accurate and Fast Image Denoising via Attention Guided Scaling.
IEEE Trans. Image Process., 2021

Semi-Supervised Dual Relation Learning for Multi-Label Classification.
IEEE Trans. Image Process., 2021

Generative Partial Multi-View Clustering With Adaptive Fusion and Cycle Consistency.
IEEE Trans. Image Process., 2021

Geometrically Editable Face Image Translation With Adversarial Networks.
IEEE Trans. Image Process., 2021

Residual Dense Network for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Adversarial Memory Networks for Action Prediction.
CoRR, 2021

SLA<sup>2</sup>P: Self-supervised Anomaly Detection with Adversarial Perturbation.
CoRR, 2021

Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble.
CoRR, 2021

A New Backbone for Hyperspectral Image Reconstruction.
CoRR, 2021

Adapting Stepsizes by Momentumized Gradients Improves Optimization and Generalization.
CoRR, 2021

Dynamical Isometry: The Missing Ingredient for Neural Network Pruning.
CoRR, 2021

Semi-Supervised Domain Adaptation with Prototypical Alignment and Consistency Learning.
CoRR, 2021

RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks.
CoRR, 2021

Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution.
CoRR, 2021

Emerging Paradigms of Neural Network Pruning.
CoRR, 2021

Contradictory Structure Learning for Semi-supervised Domain Adaptation.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Aligned Structured Sparsity Learning for Efficient Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SuperFront: From Low-resolution to High-resolution Frontal Face Synthesis.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Domain Generalization via Feature Variation Decorrelation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Faster-PPN: Towards Real-Time Semantic Segmentation with Dual Mutual Learning for Ultra-High Resolution Images.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Exploiting BERT for Multimodal Target Sentiment Classification through Input Space Translation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Neural Pruning via Growing Regularization.
Proceedings of the 9th International Conference on Learning Representations, 2021

Aspect-based Sentiment Classification via Reinforcement Learning.
Proceedings of the IEEE International Conference on Data Mining, 2021

Context Reasoning Attention Network for Image Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Stylized Text-to-Fashion Image Generation.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Spatially Constrained GAN for Face and Fashion Synthesis.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Skeleton Aware Multi-Modal Sign Language Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

VINS: Visual Search for Mobile User Interface Design.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Correlative Channel-Aware Fusion for Multi-View Time Series Classification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Marginalized Multiview Ensemble Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Decision Tree Transfer Boosting.
IEEE Trans. Neural Networks Learn. Syst., 2020

Visual Font Pairing.
IEEE Trans. Multim., 2020

Arc-Support Line Segments Revisited: An Efficient High-Quality Ellipse Detection.
IEEE Trans. Image Process., 2020

Visual Object Tracking Via Multi-Stream Deep Similarity Learning Networks.
IEEE Trans. Image Process., 2020

Reverse Attention-Based Residual Network for Salient Object Detection.
IEEE Trans. Image Process., 2020

Aligned Dynamic-Preserving Embedding for Zero-Shot Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2020

Semi-Supervised Cross-Modality Action Recognition by Latent Tensor Transfer Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020

Guided Attention Inference Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Adversarial Action Prediction Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Heterogeneous Recommendation via Deep Low-Rank Sparse Collective Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multi-head Knowledge Distillation for Model Compression.
CoRR, 2020

Knowledge Distillation Thrives on Data Augmentation.
CoRR, 2020

Collaborative Attention Mechanism for Multi-View Action Recognition.
CoRR, 2020

Families In Wild Multimedia (FIW-MM): A Multi-Modal Database for Recognizing Kinship.
CoRR, 2020

Visual Kinship Recognition: A Decade in the Making.
CoRR, 2020

Towards 3D Dance Motion Synthesis and Control.
CoRR, 2020

Pyramid Attention Networks for Image Restoration.
CoRR, 2020

Generative Partial Multi-View Clustering.
CoRR, 2020

Opposite Structure Learning for Semi-supervised Domain Adaptation.
CoRR, 2020

Learning to Mutate with Hypergradient Guided Population.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Neural Sparse Representation for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Inductive and Unsupervised Representation Learning on Graph Structured Objects.
Proceedings of the 8th International Conference on Learning Representations, 2020

Dual-Side Auto-Encoder for High-Dimensional Time Series Segmentation.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Dual-Attention GAN for Large-Pose Face Frontalization.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

EV-Action: Electromyography-Vision Multi-Modal Action Dataset.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Block Mobilenet: Align Large-Pose Faces with <1MB Model Size.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Recognizing Families In the Wild (RFIW): The 4th Edition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Texture Hallucination for Large-Factor Painting Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020, 2020

LatticeNet: Towards Lightweight Image Super-Resolution with Lattice Block.
Proceedings of the Computer Vision - ECCV 2020, 2020

Generative View-Correlation Adaptation for Semi-supervised Multi-view Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Face Recognition: Too Bias, or Not Too Bias?
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

HyperSTAR: Task-Aware Hyperparameters for Deep Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Cross-Domain Document Object Detection: Benchmark Suite and Method.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Screencast Tutorial Video Understanding.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Adversarial Feature Hallucination Networks for Few-Shot Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rethinking Classification and Localization for Object Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Joint Super-Resolution and Alignment of Tiny Faces.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Dual Relation Semi-Supervised Multi-Label Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Lifelong Spectral Clustering.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Learning Representation for Multi-View Data Analysis - Models and Applications
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-030-00733-1, 2019

Collaborative Representation Cascade for Single-Image Super-Resolution.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Toward Resolution-Invariant Person Reidentification via Projective Dictionary Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Deep Transfer Low-Rank Coding for Cross-Domain Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Deep Alignment Network Based Multi-Person Tracking With Occlusion and Motion Reasoning.
IEEE Trans. Multim., 2019

Feature Selection with Unsupervised Consensus Guidance.
IEEE Trans. Knowl. Data Eng., 2019

Structure-Preserved Unsupervised Domain Adaptation.
IEEE Trans. Knowl. Data Eng., 2019

Robust Spectral Ensemble Clustering via Rank Minimization.
ACM Trans. Knowl. Discov. Data, 2019

Hierarchical Tracking by Reinforcement Learning-Based Searching and Coarse-to-Fine Verifying.
IEEE Trans. Image Process., 2019

Discerning Feature Supported Encoder for Image Representation.
IEEE Trans. Image Process., 2019

Low-Rank Transfer Human Motion Segmentation.
IEEE Trans. Image Process., 2019

Multi-View Saliency-Guided Clustering for Image Cosegmentation.
IEEE Trans. Image Process., 2019

Dual Low-Rank Decompositions for Robust Cross-View Learning.
IEEE Trans. Image Process., 2019

Visual to Text: Survey of Image and Video Captioning.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

Robust Discriminative Metric Learning for Image Representation.
IEEE Trans. Circuits Syst. Video Technol., 2019

Deep Geo-Constrained Auto-Encoder for Non-Landmark GPS Estimation.
IEEE Trans. Big Data, 2019

Cross-Generation Kinship Verification with Sparse Discriminative Metric.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Generative Zero-Shot Learning via Low-Rank Embedded Semantic Dictionary.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Texture Hallucination for Large-Scale Painting Super-Resolution.
CoRR, 2019

Multi-View Time Series Classification via Global-Local Correlative Channel-Aware Fusion Mechanism.
CoRR, 2019

What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer.
CoRR, 2019

LPRNet: Lightweight Deep Network by Low-rank Pointwise Residual Convolution.
CoRR, 2019

Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network.
CoRR, 2019

Generative One-Shot Face Recognition.
CoRR, 2019

Spatially Constrained Generative Adversarial Networks for Conditional Image Generation.
CoRR, 2019

Rethinking Classification and Localization in R-CNN.
CoRR, 2019

PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Adversarial Graph Embedding for Ensemble Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Residual Non-local Attention Networks for Image Restoration.
Proceedings of the 7th International Conference on Learning Representations, 2019

Generative Correlation Discovery Network for Multi-label Learning.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Online Multi-Task Clustering for Human Motion Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Generatively Inferential Co-Training for Unsupervised Domain Adaptation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Multimodal Style Transfer via Graph Cuts.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Generative Multi-View Human Action Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Laplace Landmark Localization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Attention Bridging Network for Knowledge Transfer.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Visual Semantic Reasoning for Image-Text Matching.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Facial Image Analogy with Spatial Guidance.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Segmentation Guided Image-to-Image Translation with Adversarial Networks.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Large Scale Incremental Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Structured and Sparse Annotations for Image Emotion Distribution Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Deep Bidirectional Cross-Triplet Embedding for Online Clothing Shopping.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Early Recognition of 3D Human Actions.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Collaborative Random Faces-Guided Encoders for Pose-Invariant Face Representation Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Self-Taught Low-Rank Coding for Visual Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Probabilistic Low-Rank Multitask Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Incomplete Multisource Transfer Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Multiview Data Analysis Through Collective Low-Rank Subspace.
IEEE Trans. Neural Networks Learn. Syst., 2018

Consensus Guided Multi-View Clustering.
ACM Trans. Knowl. Discov. Data, 2018

Multi-View Low-Rank Analysis with Applications to Outlier Detection.
ACM Trans. Knowl. Discov. Data, 2018

Consensus Regularized Multi-View Outlier Detection.
IEEE Trans. Image Process., 2018

Marginalized Denoising Dictionary Learning With Locality Constraint.
IEEE Trans. Image Process., 2018

Hierarchical and Spatio-Temporal Sparse Representation for Human Action Recognition.
IEEE Trans. Image Process., 2018

Visual Representation and Classification by Learning Group Sparse Deep Stacking Network.
IEEE Trans. Image Process., 2018

Stacked Denoising Tensor Auto-Encoder for Action Recognition With Spatiotemporal Corruptions.
IEEE Trans. Image Process., 2018

Semi-supervised Deep Domain Adaptation via Coupled Neural Networks.
IEEE Trans. Image Process., 2018

Deep Domain Generalization With Structured Low-Rank Constraint.
IEEE Trans. Image Process., 2018

SLMOML: Online Metric Learning With Global Convergence.
IEEE Trans. Circuits Syst. Video Technol., 2018

Ensemble Subspace Segmentation Under Blockwise Constraints.
IEEE Trans. Circuits Syst. Video Technol., 2018

Visual Kinship Recognition of Families in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Partition Level Constrained Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Learning Consensus Representation for Weak Style Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Person Re-Identification by Cross-View Multi-Level Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Improving face representation learning with center invariant loss.
Image Vis. Comput., 2018

Infinite ensemble clustering.
Data Min. Knowl. Discov., 2018

High-quality Ellipse Detection Based on Arc-support Line Segments.
CoRR, 2018

Predictive Local Smoothness for Stochastic Gradient Methods.
CoRR, 2018

Incremental Classifier Learning with Generative Adversarial Networks.
CoRR, 2018

Semantically Guided Visual Question Answering.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

To Recognize Families In the Wild: A Machine Vision Tutorial.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Support Neighbor Loss for Person Re-Identification.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Adaptive Graph Guided Embedding for Multi-label Annotation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Robust Multi-view Representation: A Unified Perspective from Multi-view Learning to Domain Adaption.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Partial Multi-view Clustering via Consistent GAN.
Proceedings of the IEEE International Conference on Data Mining, 2018

Robust Lifelong Multi-task Multi-view Representation Learning.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Generic Embedded Semantic Dictionary for Robust Multi-Label Classification.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Kinship Classification through Latent Adaptive Subspace.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

One-Shot Face Recognition via Generative Learning.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Image Super-Resolution Using Very Deep Residual Channel Attention Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Residual Dense Network for Image Super-Resolution.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Tell Me Where to Look: Guided Attention Inference Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Evolutionary 3D Diffusion Heat Maps for Large-pose Face Alignment.
Proceedings of the British Machine Vision Conference 2018, 2018

Fast Clustering with Flexible Balance Constraints.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Album to Family Tree: A Graph Based Method for Family Relationship Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018

Learning Transferable Subspace for Human Motion Segmentation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Predictive Coding Machine for Compressed Sensing and Image Denoising.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Latent Discriminant Subspace Representations for Multi-View Outlier Detection.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Action Prediction From Videos via Memorizing Hard-to-Predict Samples.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Robust Representation for Data Analytics - Models and Applications
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-319-60175-5, 2017

Cross-Modality Feature Learning Through Generic Hierarchical Hyperlingual-Words.
IEEE Trans. Neural Networks Learn. Syst., 2017

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

Videography-Based Unconstrained Video Analysis.
IEEE Trans. Image Process., 2017

Deeply Learned View-Invariant Features for Cross-View Action Recognition.
IEEE Trans. Image Process., 2017

Sparse Canonical Temporal Alignment With Deep Tensor Decomposition for Action Recognition.
IEEE Trans. Image Process., 2017

Robust Transfer Metric Learning for Image Classification.
IEEE Trans. Image Process., 2017

Max-Margin Heterogeneous Information Machine for RGB-D Action Recognition.
Int. J. Comput. Vis., 2017

Convergence Analysis of Parallel Multi-block ADMM via Discrete-time Recurrent Neural Networks.
CoRR, 2017

Entropy-based consensus clustering for patient stratification.
Bioinform., 2017

Matching on Balanced Nonlinear Representations for Treatment Effects Estimation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Deep Active Learning Through Cognitive Information Parcels.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Face Recognition with Center Invariant Loss.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

RFIW: Large-Scale Kinship Recognition Challenge.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Low-rank Sparse Collective Factorization for Cross-Domain Recommendation.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Family Photo Recognition via Multiple Instance Learning.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

From Ensemble Clustering to Multi-View Clustering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Large-scale Subspace Clustering by Fast Regression Coding.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Projective Low-rank Subspace Clustering via Learning Deep Encoder.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Stream Deep Similarity Learning Networks for Visual Tracking.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fashion Style Generator.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Circle detection by arc-support line segments.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Low-Shot Face Recognition with Hybrid Classifiers.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Kinship Verification on Families in the Wild with Marginalized Denoising Metric Learning.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Rule-Based Facial Makeup Recommendation System.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Deep Sequential Context Networks for Action Prediction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-view graph learning with adaptive label propagation.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Robust multi-label semi-supervised classification.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Multi-View Clustering via Deep Matrix Factorization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Feature Selection Guided Auto-Encoder.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Simultaneous Clustering and Ensemble.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Sparse Subspace Clustering by Learning Approximation ℓ0 Codes.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Examples-Rules Guided Deep Neural Network for Makeup Recommendation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Learning Robust and Discriminative Subspace With Low-Rank Constraints.
IEEE Trans. Neural Networks Learn. Syst., 2016

Learning Fast Low-Rank Projection for Image Classification.
IEEE Trans. Image Process., 2016

Discriminative Relational Representation Learning for RGB-D Action Recognition.
IEEE Trans. Image Process., 2016

Close Human Interaction Recognition Using Patch-Aware Models.
IEEE Trans. Image Process., 2016

Low-Rank Tensor Subspace Learning for RGB-D Action Recognition.
IEEE Trans. Image Process., 2016

Representation Learning of Temporal Dynamics for Skeleton-Based Action Recognition.
IEEE Trans. Image Process., 2016

Scalable Nearest Neighbor Sparse Graph Approximation by Exploiting Graph Structure.
IEEE Trans. Big Data, 2016

Efficient Image Geotagging Using Large Databases.
IEEE Trans. Big Data, 2016

Personalized Travel Sequence Recommendation on Multi-Source Big Social Media.
IEEE Trans. Big Data, 2016

Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection.
IEEE Trans. Affect. Comput., 2016

Max-Margin Action Prediction Machine.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning hierarchical 3D kernel descriptors for RGB-D action recognition.
Comput. Vis. Image Underst., 2016

Family in the Wild (FIW): A Large-scale Kinship Recognition Database.
CoRR, 2016

Deep Convolutional Neural Network with Independent Softmax for Large Scale Face Recognition.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Action Recognition Using Local Consistent Group Sparse Coding with Spatio-Temporal Structure.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Super Resolution of the Partial Pixelated Images With Deep Convolutional Neural Network.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Deep Bi-directional Cross-triplet Embedding for Cross-Domain Clothing Retrieval.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Infinite Ensemble for Image Clustering.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Scalable large margin online metric learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Unsupervised transfer learning via Low-Rank Coding for image clustering.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sparse alignment for video analysis in discriminant Tensor space.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Transfer learning for image classification with incomplete multiple sources.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Incomplete Multi-Modal Visual Data Grouping.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Coupled Marginalized Auto-Encoders for Cross-Domain Multi-View Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Matching via Dimensionality Reduction for Estimation of Treatment Effects in Digital Marketing Campaigns.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Structure-Preserved Multi-source Domain Adaptation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Robust Multi-View Feature Selection.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Task-driven deep transfer learning for image classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Deep Robust Encoder Through Locality Preserving Low-Rank Dictionary.
Proceedings of the Computer Vision - ECCV 2016, 2016

Robust Spectral Ensemble Clustering.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Outlier detection via sampling ensemble.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Pose-Dependent Low-Rank Embedding for Head Pose Estimation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Face Behind Makeup.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder for Unsupervised Domain Adaptation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Consensus Guided Unsupervised Feature Selection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Consensus Style Centralizing Auto-Encoder for Weak Style Classification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations.
IEEE Trans. Multim., 2015

Learning Balanced and Unbalanced Graphs via Low-Rank Coding.
IEEE Trans. Knowl. Data Eng., 2015

Missing Modality Transfer Learning via Latent Low-Rank Constraint.
IEEE Trans. Image Process., 2015

NEUMITLL @ TRECVid 2015: Multimedia EventDetection by Pre-trained CNN Models.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Multi-View Low-Rank Analysis for Outlier Detection.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

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

Dual-Regularized Multi-View Outlier Detection.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Semantic Single Video Segmentation with Robust Graph Representation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Deep Linear Coding for Fast Graph Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Cross-View Projective Dictionary Learning for Person Re-Identification.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Deep Low-Rank Coding for Transfer Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Part-Level Regularized Semi-Nonnegative Coding for Semi-Supervised Learning.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Clustering with Partition Level Side Information.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Temporal Subspace Clustering for Human Motion Segmentation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Block-wise constrained sparse graph for face image representation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Sparse low-rank fusion based deep features for missing modality face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Hierarchical 3D kernel descriptors for action recognition using depth sequences.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Discriminative low-rank metric learning for face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Locality-constrained discriminative learning and coding.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Bilinear heterogeneous information machine for RGB-D action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deep Collaborative Filtering via Marginalized Denoising Auto-encoder.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Skeleton based action recognition with convolutional neural network.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Contour Model-Based Hand-Gesture Recognition Using the Kinect Sensor.
IEEE Trans. Circuits Syst. Video Technol., 2014

Submanifold Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2014

Prediction of Human Activity by Discovering Temporal Sequence Patterns.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Interactive Phrases: Semantic Descriptionsfor Human Interaction Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Learning low-rank and discriminative dictionary for image classification.
Image Vis. Comput., 2014

Generalized Transfer Subspace Learning Through Low-Rank Constraint.
Int. J. Comput. Vis., 2014

Robust Subspace Discovery through Supervised Low-Rank Constraints.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Attractive or Not?: Beauty Prediction with Attractiveness-Aware Encoders and Robust Late Fusion.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Locality linear fitting one-class SVM with low-rank constraints for outlier detection.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

LASOM: Location Aware Self-Organizing Map for discovering similar and unique visual features of geographical locations.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Hierarchical facial expression animation by motion capture data.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Continuous emotion detection using EEG signals and facial expressions.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Learning relative features through adaptive pooling for image classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Early Classification of Ongoing Observation.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Low-Rank Common Subspace for Multi-view Learning.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A Discriminative Model with Multiple Temporal Scales for Action Prediction.
Proceedings of the Computer Vision - ECCV 2014, 2014

Modeling Supporting Regions for Close Human Interaction Recognition.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Sparse Manifold Subspace Learning.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Low-Rank Transfer Learning.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Low-Rank Outlier Detection.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Low-Rank and Sparse Dictionary Learning.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Identity and Kinship Relations in Group Pictures.
Proceedings of the Human-Centered Social Media Analytics, 2014

Recognizing Occupations Through Probabilistic Models: A Social View.
Proceedings of the Human-Centered Social Media Analytics, 2014

2013
Multiple Subcategories Parts-Based Representation for One Sample Face Identification.
IEEE Trans. Inf. Forensics Secur., 2013

Exploring discriminative pose sub-patterns for effective action classification.
Proceedings of the ACM Multimedia Conference, 2013

Low-Rank Coding with b-Matching Constraint for Semi-Supervised Classification.
Proceedings of the IJCAI 2013, 2013

Random Faces Guided Sparse Many-to-One Encoder for Pose-Invariant Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

What Do You Do? Occupation Recognition in a Photo via Social Context.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Low-rank embedding for semisupervised face classification.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Hierarchical hyperlingual-words for multi-modality face classification.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Prototype based feature learning for face image set classification.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Discriminative dictionary learning with low-rank regularization for face recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Activity recognition by learning structural and pairwise mid-level features using random forest.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Predicting Professions through Probabilistic Model under Social Context.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Understanding Kin Relationships in a Photo.
IEEE Trans. Multim., 2012

Discovering Thematic Objects in Image Collections and Videos.
IEEE Trans. Image Process., 2012

Introduction to the Special Issue on Mobile Vision.
Int. J. Comput. Vis., 2012

Fast Resampling Weighted v-Statistics.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Decomposed contour prior for shape recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Toward kinship verification using visual attributes.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

ARMA-HMM: A new approach for early recognition of human activity.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Discriminative metric: Schatten norm vs. vector norm.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Locality-constrained Low Rank Coding for face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Real-Time Hand Pose Estimation from RGB-D Sensor.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Low-Rank Transfer Subspace Learning.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Modeling Complex Temporal Composition of Actionlets for Activity Prediction.
Proceedings of the Computer Vision - ECCV 2012, 2012

Learning Human Interaction by Interactive Phrases.
Proceedings of the Computer Vision - ECCV 2012, 2012

Contour-HOG: A Stub Feature based Level Set Method for Learning Object Contour.
Proceedings of the British Machine Vision Conference, 2012

A Videography Analysis Framework for Video Retrieval and Summarization.
Proceedings of the British Machine Vision Conference, 2012

2011
Text From Corners: A Novel Approach to Detect Text and Caption in Videos.
IEEE Trans. Image Process., 2011

Human Motion Tracking by Temporal-Spatial Local Gaussian Process Experts.
IEEE Trans. Image Process., 2011

Special Issue on Video Analysis on Resource-Limited Systems.
IEEE Trans. Circuits Syst. Video Technol., 2011

Special issue on feature-oriented image and video computing for extracting contexts and semantics.
Comput. Vis. Image Underst., 2011

GENIE TRECVID 2011 Multimedia Event Detection: Late-Fusion Approaches to Combine Multiple Audio-Visual features.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Kinship Verification through Transfer Learning.
Proceedings of the IJCAI 2011, 2011

Clustering Based Fast Low-Rank Approximation for Large-Scale Graph.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Genealogical face recognition based on UB KinFace database.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Simultaneous joint and conditional modeling of documents tagged from two perspectives.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Human-Centered Face Computing in Multimedia Interaction and Communication.
Proceedings of the Intelligent Multimedia Communication: Techniques and Applications, 2010

Learning With ℓ<sup>1</sup>-Graph for Image Analysis.
IEEE Trans. Image Process., 2010

Human Pose Regression Through Multiview Visual Fusion.
IEEE Trans. Circuits Syst. Video Technol., 2010

Age Synthesis and Estimation via Faces: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Weak Metric Learning for Feature Fusion towards Perception-Inspired Object Recognition.
Proceedings of the Advances in Multimedia Modeling, 2010

Subjective Experiments on Gender and Ethnicity Recognition from Different Face Representations.
Proceedings of the Advances in Multimedia Modeling, 2010

A Study on Sampling Strategies in Space-Time Domain for Recognition Applications.
Proceedings of the Advances in Multimedia Modeling, 2010

Multimodality gender estimation using Bayesian hierarchical model.
Proceedings of the IEEE International Conference on Acoustics, 2010

Bimodal gender recognition from face and fingerprint.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A robust framework for multiview age estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Sparse Coding on Local Spatial-Temporal Volumes for Human Action Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond.
IEEE Trans. Image Process., 2009

Locating Nose-Tips and Estimating Head Poses in Images by Tensorposes.
IEEE Trans. Circuits Syst. Video Technol., 2009

Efficient human action recognition by luminance field trajectory and geometry information.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Is gender recognition affected by age?
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

A study on automatic age estimation using a large database.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Human age estimation using bio-inspired features.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Temporal-Spatial Local Gaussian Process Experts for Human Pose Estimation.
Proceedings of the Computer Vision, 2009

Multimedia Data Indexing.
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

2008
Unified Discriminative Subspace Learning for Multimodality Image Analysis
PhD thesis, 2008

Humanoid Audio-Visual Avatar With Emotive Text-to-Speech Synthesis.
IEEE Trans. Multim., 2008

Human Age Estimation With Regression on Discriminative Aging Manifold.
IEEE Trans. Multim., 2008

Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression.
IEEE Trans. Image Process., 2008

Image Classification Using Correlation Tensor Analysis.
IEEE Trans. Image Process., 2008

Classification and Feature Extraction by Simplexization.
IEEE Trans. Inf. Forensics Secur., 2008

Locality Versus Globality: Query-Driven Localized Linear Models for Facial Image Computing.
IEEE Trans. Circuits Syst. Video Technol., 2008

Real-Time Multimodal Human-Avatar Interaction.
IEEE Trans. Circuits Syst. Video Technol., 2008

Correlation Metric for Generalized Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval.
Comput. Vis. Image Underst., 2008

Variational Transform Invariant Mixture of Probabilistic PCA.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

EAVA: A 3D Emotive Audio-Visual Avatar.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Locally Adjusted Robust Regression for Human Age Estimation.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Real-time human action recognition by luminance field trajectory analysis.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Gender recognition from body.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Head pose estimation: Classification or regression?
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Real-time conversion from a single 2D face image to a 3D text-driven emotive audio-visual avatar.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Correlation Embedding Analysis.
Proceedings of the International Conference on Image Processing, 2008

3D face analysis for distinct features using statistical randomization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Flexible X-Y patches for face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

An audio-visual fusion framework with joint dimensionality reducton.
Proceedings of the IEEE International Conference on Acoustics, 2008

Discriminant simplex analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008

Non-negative graph embedding.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A Probabilistic Fusion Approach to human age prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Multiple feature fusion by subspace learning.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
hMouse: Head Tracking Driven Virtual Computer Mouse.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Building Large Scale 3D Face Database for Face Analysis.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Robust Analysis and Weighting on MFCC Components for Speech Recognition and Speaker Identification.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Query Driven Localized Linear Discriminant Models for Head Pose Estimation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Estimating Human Age by Manifold Analysis of Face Pictures and Regression on Aging Features.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Real-Time Humanoid Avatar for Multimodal Human-Machine Interaction.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Common Spatial Pattern Discovery by Efficient Candidate Pruning.
Proceedings of the International Conference on Image Processing, 2007

Lipreading by Locality Discriminant Graph.
Proceedings of the International Conference on Image Processing, 2007

Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition.
Proceedings of the International Conference on Image Processing, 2007

Laplacian Affinity Propagation for Semi-Supervised Object Classification.
Proceedings of the International Conference on Image Processing, 2007

Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling.
Proceedings of the IEEE International Conference on Acoustics, 2007

Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning a Person-Independent Representation for Precise 3D Pose Estimation.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Audio-Visual Spontaneous Emotion Recognition.
Proceedings of the Artifical Intelligence for Human Computing, 2007

2006
Spontaneous Emotional Facial Expression Detection.
J. Multim., 2006

Training combination strategy of multi-stream fused hidden Markov model for audio-visual affect recognition.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Audio-visual emotion recognition in adult attachment interview.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

One-Class Classification for Spontaneous Facial Expression Analysis.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

A Realtime Shrug Detector.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Graph Embedded Analysis for Head Pose Estimation.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Evaluation of Head Pose Estimation for Studio Data.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006


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