Wei Liu

IEEE Trans. Image Process., 2024

2023

Distributionally Robust Memory Evolution With Generalized Divergence for Continual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

LARNeXt: End-to-End Lie Algebra Residual Network for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Bilateral Relation Distillation for Weakly Supervised Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Unsupervised Cross-Modal Hashing With Modality-Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2023

Curriculum-Based Asymmetric Multi-Task Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Efficient-Adam: Communication-Efficient Distributed Adam.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Plug-and-Play Regulators for Image-Text Matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Robust Pose Transfer With Dynamic Details Using Neural Video Rendering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Sample Complexity for Distributionally Robust Learning under chi-square divergence.

[BibT_eX]

[DOI]

Zhengyu Zhou

J. Mach. Learn. Res., 2023

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.

[BibT_eX]

[DOI]

CoRR, 2023

Master-slave Deep Architecture for Top-K Multi-armed Bandits with Non-linear Bandit Feedback and Diversity Constraints.

[BibT_eX]

[DOI]

CoRR, 2023

LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

CoRR, 2023

Global and Local Semantic Completion Learning for Vision-Language Pre-training.

[BibT_eX]

[DOI]

CoRR, 2023

GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions.

[BibT_eX]

[DOI]

CoRR, 2023

Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders.

[BibT_eX]

[DOI]

CoRR, 2023

CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention.

[BibT_eX]

[DOI]

CoRR, 2023

Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

What will regularized continuous learning performs if it was used to medical image segmentation: a preliminary analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Progressive Multistage Learning for Discriminative Tracking.

[BibT_eX]

[DOI]

Weichao Li

Xi Li

Omar El Farouk Bourahla

IEEE Trans. Cybern., 2022

Image-to-Video Generation via 3D Facial Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Joint Face Image Restoration and Frontalization for Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Self-Supervised Video Representation Learning by Uncovering Spatio-Temporal Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Spatiotemporal Co-Attention Recurrent Neural Networks for Human-Skeleton Motion Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

End2End Occluded Face Recognition by Masking Corrupted Features.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

Curriculum-based Asymmetric Multi-task Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal.

[BibT_eX]

[DOI]

CoRR, 2022

Towards In-distribution Compatibility in Out-of-distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2022

DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection.

[BibT_eX]

[DOI]

CoRR, 2022

NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation.

[BibT_eX]

[DOI]

CoRR, 2022

Boosting Multi-Modal E-commerce Attribute Value Extraction via Unified Learning Scheme and Dynamic Range Minimization.

[BibT_eX]

[DOI]

CoRR, 2022

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022.

[BibT_eX]

[DOI]

CoRR, 2022

Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022.

[BibT_eX]

[DOI]

CoRR, 2022

Egocentric Video-Language Pretraining.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

HunYuan_tvr for Text-Video Retrievial.

[BibT_eX]

[DOI]

CoRR, 2022

Tencent AVS: A Holistic Ads Video Dataset for Multi-Modal Scene Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2022

Egocentric Video-Language Pretraining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CAliC: Accurate and Efficient Image-Text Retrieval via Contrastive Alignment and Visual Contexts Modeling.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

DynaMixer: A Vision MLP Architecture with Dynamic Mixing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Towards Efficient Adversarial Training on Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Masked Autoencoders for Point Cloud Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Improving Vision Transformers by Revisiting High-Frequency Components.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2022

Hardly Perceptible Trojan Attack Against Neural Networks with Bit Flips.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Quantized Adam with Error Feedback.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Anytime Recognition with Routing Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

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

[BibT_eX]

[DOI]

Neurocomputing, 2021

Beyond Brightening Low-light Images.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

Unsupervised Deep Representation Learning for Real-Time Tracking.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

Benchmarking Deep Deblurring Algorithms: A Large-Scale Multi-Cause Dataset and A New Baseline Model.

[BibT_eX]

[DOI]

CoRR, 2021

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset.

[BibT_eX]

[DOI]

CoRR, 2021

CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention.

[BibT_eX]

[DOI]

CoRR, 2021

Simple Distillation Baselines for Improving Small Self-supervised Models.

[BibT_eX]

[DOI]

Jindong Gu

Yonglong Tian

CoRR, 2021

Structure-Regularized Attention for Deformable Object Representation.

[BibT_eX]

[DOI]

CoRR, 2021

Attacking Adversarial Attacks as A Defense.

[BibT_eX]

[DOI]

CoRR, 2021

Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2021

DeFLOCNet: Deep Image Editing via Flexible Low-level Controls.

[BibT_eX]

[DOI]

CoRR, 2021

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework.

[BibT_eX]

[DOI]

CoRR, 2021

A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics.

[BibT_eX]

[DOI]

CoRR, 2021

Multiple object tracking: A literature review.

[BibT_eX]

[DOI]

Artif. Intell., 2021

Neural Routing by Memory.

[BibT_eX]

[DOI]

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

Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement.

[BibT_eX]

[DOI]

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

LARNet: Lie Algebra Residual Network for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Benchmarking Ultra-High-Definition Image Super-resolution.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SynFace: Face Recognition with Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Adversarial Attack on Deep Cross-Modal Hamming Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pyramid Architecture Search for Real-Time Image Deblurring.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Generalizing Face Forgery Detection With High-Frequency Features.

[BibT_eX]

[DOI]

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

DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls.

[BibT_eX]

[DOI]

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

Parser-Free Virtual Try-On via Distilling Appearance Flows.

[BibT_eX]

[DOI]

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

Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On.

[BibT_eX]

[DOI]

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

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows.

[BibT_eX]

[DOI]

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

Human-Like Controllable Image Captioning With Verb-Specific Semantic Roles.

[BibT_eX]

[DOI]

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

VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples.

[BibT_eX]

[DOI]

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

2020

Toward Making Unsupervised Graph Hashing Discriminative.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Temporally Coherent Video Harmonization Using Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Graph Convolutional Network Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Matching Image and Sentence With Multi-Faceted Representations.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding.

[BibT_eX]

[DOI]

CoRR, 2020

Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning.

[BibT_eX]

[DOI]

CoRR, 2020

CPOT: Channel Pruning via Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2020

Progressive Multi-Stage Learning for Discriminative Tracking.

[BibT_eX]

[DOI]

Weichao Li

Xi Li

Omar El Farouk Bourahla

CoRR, 2020

Sharp Analysis of Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies.

[BibT_eX]

[DOI]

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

Towards Playing Full MOBA Games with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

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

Adversarial Learning for Robust Deep Clustering.

[BibT_eX]

[DOI]

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

Optimal Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization.

[BibT_eX]

[DOI]

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

Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Graph inference learning for semi-supervised classification.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Understanding distributional ambiguity via non-robust chance constraint.

[BibT_eX]

[DOI]

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

Context-Gated Convolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Face Super-Resolution Guided by 3D Facial Priors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Deblurring by Realistic Blurring.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Central Similarity Quantization for Efficient Image and Video Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A Deep Bayesian Tensor-Based System for Video Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Adversarial Spatio-Temporal Learning for Video Deblurring.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Deep Video Dehazing With Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Toward Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Unsupervised Semantic-Preserving Adversarial Hashing for Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size.

[BibT_eX]

[DOI]

CoRR, 2019

Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer.

[BibT_eX]

[DOI]

CoRR, 2019

Understanding Distributional Ambiguity via Non-robust Chance Constraint.

[BibT_eX]

[DOI]

CoRR, 2019

FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing.

[BibT_eX]

[DOI]

CoRR, 2019

PFLD: A Practical Facial Landmark Detector.

[BibT_eX]

[DOI]

CoRR, 2019

Fully-Featured Attribute Transfer.

[BibT_eX]

[DOI]

CoRR, 2019

Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Cross-Modal Learning with Adversarial Samples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Sufficient Condition for Convergences of Adam and RMSProp.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Joint Gait Representation via Quintuplet Loss Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Face Anti-Spoofing: Model Matters, so Does Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Spectral Clustering Using Dual Autoencoder Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MVF-Net: Multi-View 3D Face Morphable Model Regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Deep Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Residual Regression With Semantic Prior for Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Compose Dynamic Tree Structures for Visual Contexts.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Granularity Generator for Temporal Action Proposal.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Compressing Convolutional Neural Networks via Factorized Convolutional Filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatio-Temporal Video Re-Localization by Warp LSTM.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Image Deformation Meta-Networks for One-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Decorrelated Adversarial Learning for Age-Invariant Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

DeepProduct: Mobile Product Search With Portable Deep Features.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2018

Shared Predictive Cross-Modal Deep Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Reversed Spectral Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Knowledge transfer for spectral clustering.

[BibT_eX]

[DOI]

Wenhao Jiang

Fulai Chung

Pattern Recognit., 2018

Sub-Selective Quantization for Learning Binary Codes in Large-Scale Image Search.

[BibT_eX]

[DOI]

Yeqing Li

Junzhou Huang

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Multi-label Learning with Missing Labels Using Mixed Dependency Graphs.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2018

Hierarchical Macro Strategy Model for MOBA Game AI.

[BibT_eX]

[DOI]

CoRR, 2018

Real-Time Referring Expression Comprehension by Single-Stage Grounding Network.

[BibT_eX]

[DOI]

CoRR, 2018

Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic.

[BibT_eX]

[DOI]

CoRR, 2018

NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, 2018

Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

A Personal Privacy Preserving Framework: I Let You Know Who Can See What.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Neural Compatibility Modeling with Attentive Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Generalizing Graph Matching beyond Quadratic Assignment Model.

[BibT_eX]

[DOI]

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

Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning.

[BibT_eX]

[DOI]

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

Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling.

[BibT_eX]

[DOI]

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

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation.

[BibT_eX]

[DOI]

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

Semantic Structure-based Unsupervised Deep Hashing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Life in the "Matrix": Human Mobility Patterns in the Cyber Space.

[BibT_eX]

[DOI]

Tianran Hu

Jiebo Luo

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Safe Element Screening for Submodular Function Minimization.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

End-to-end Active Object Tracking via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Super-Identity Convolutional Neural Network for Face Hallucination.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Incremental Multi-graph Matching via Diversity and Randomness Based Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Recurrent Fusion Network for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Stereoscopic Image Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Video Re-localization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Tagging Like Humans: Diverse and Distinct Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CosFace: Large Margin Cosine Loss for Deep Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Reconstruction Network for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Gated Fusion Network for Single Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Left-Right Comparative Recurrent Model for Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Dual Skipping Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF.

[BibT_eX]

[DOI]

Linchao Bao

Baoyuan Wu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning to Guide Decoding for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Label Propagation via Teaching-to-Learn and Learning-to-Teach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Discriminative Multi-instance Multitask Learning for 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Asymmetric Binary Coding for Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Mobile Social Multimedia Analytics in the Big Data Era: An Introduction to the Special Issue.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Exploring Representativeness and Informativeness for Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2017

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Network.

[BibT_eX]

[DOI]

CoRR, 2017

End-to-end Active Object Tracking via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Classification by Retrieval: Binarizing Data and Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Mixture-Rank Matrix Approximation for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Geometric Descent Method for Convex Composite Minimization.

[BibT_eX]

[DOI]

Shixiang Chen

Shiqian Ma

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Improving Event Extraction via Multimodal Integration.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Detecting Faces Using Inside Cascaded Contextual CNN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Diverse Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Self-Taught Learning for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Real-Time Neural Style Transfer for Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Adaptive Proximal Average Approximation for Composite Convex Minimization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Hierarchical Visualization of Video Search Results for Topic-Based Browsing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Deep Learning Driven Visual Path Prediction From a Single Image.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Multi-Modal Curriculum Learning for Semi-Supervised Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Learning to Hash for Indexing Big Data - A Survey.

[BibT_eX]

[DOI]

Proc. IEEE, 2016

Spectral-spatial co-clustering of hyperspectral image data based on bipartite graph.

[BibT_eX]

[DOI]

Multim. Syst., 2016

Advanced learning for large-scale heterogeneous computing.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Detection based object labeling of 3D point cloud for indoor scenes.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Multimedia Hashing and Networking.

[BibT_eX]

[DOI]

Tongtao Zhang

IEEE Multim., 2016

Video Classification via Weakly Supervised Sequence Modeling.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Visual Tracking via Reliable Memories.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Binary Codes and Binary Weights for Efficient Classification.

[BibT_eX]

[DOI]

CoRR, 2016

Discrete Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Visual Tracking with Reliable Memories.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Fast Structural Binary Coding.

[BibT_eX]

[DOI]

Dongjin Song

David A. Meyer

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Towards Optimal Binary Code Learning via Ordinal Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Scalable Sequential Spectral Clustering.

[BibT_eX]

[DOI]

Yeqing Li

Junzhou Huang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Efficient Robust Conditional Random Fields.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Localizing web videos using social images.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Auxiliary Training Information Assisted Visual Recognition.

[BibT_eX]

[DOI]

IPSJ Trans. Comput. Vis. Appl., 2015

Learning for 3D understanding.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.

[BibT_eX]

[DOI]

Yadong Mu

Wei Fan

CoRR, 2015

An Efficient Semi-Supervised Clustering Algorithm with Sequential Constraints.

[BibT_eX]

[DOI]

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

Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Modeling Inter- and Intra-Part Deformations for Object Structure Parsing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Sparse Subspace Clustering for Incomplete Images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Top Rank Supervised Binary Coding for Visual Search.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Binary Codes for Maximum Inner Product Search.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Rank Preserving Hashing for Rapid Image Search.

[BibT_eX]

[DOI]

Proceedings of the 2015 Data Compression Conference, 2015

Discrete hyper-graph matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Supervised Discrete Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Understanding image structure via hierarchical shape parsing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Towards 3D object detection with bimodal deep Boltzmann machines over RGBD imagery.

[BibT_eX]

[DOI]

Rongrong Ji

Shaozi Li

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Saliency propagation from simple to difficult.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Low-Rank Similarity Metric Learning in High Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Optimizing Bag Features for Multiple-Instance Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Video De-Fencing.

[BibT_eX]

[DOI]

Yadong Mu

Shuicheng Yan

IEEE Trans. Circuits Syst. Video Technol., 2014

Learning to Rank Binary Codes.

[BibT_eX]

[DOI]

Jie Feng

Yan Wang

CoRR, 2014

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework.

[BibT_eX]

[DOI]

CoRR, 2014

Zeta Hull Pursuits: Learning Nonconvex Data Hulls.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Discrete Graph Hashing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Mining Histopathological Images via Composite Hashing and Online Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Scalable Histopathological Image Analysis via Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Mining histopathological images via hashing-based scalable image retrieval.

[BibT_eX]

[DOI]

Xiaofan Zhang

Shaoting Zhang

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable mammogram retrieval using Anchor Graph Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Graduated Consistency-Regularized Optimization for Multi-graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Unsupervised One-Class Learning for Automatic Outlier Removal.

[BibT_eX]

[DOI]

Gang Hua

John R. Smith

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fast Tweet Retrieval with Compact Binary Codes.

[BibT_eX]

[DOI]

Weiwei Guo

Mona T. Diab

Proceedings of the COLING 2014, 2014

Two-Stage Hashing for Fast Document Retrieval.

[BibT_eX]

[DOI]

Hao Li

Heng Ji

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Can Visual Recognition Benefit from Auxiliary Information in Training?

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

Sub-Selective Quantization for Large-Scale Image Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Nonnegative Local Coordinate Factorization for Image Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Weakly supervised codebook learning by iterative label propagation with graph quantization.

[BibT_eX]

[DOI]

Signal Process., 2013

Bidirectional Label Propagation over Graphs.

[BibT_eX]

[DOI]

Tongtao Zhang

Int. J. Softw. Informatics, 2013

Mining spatiotemporal video patterns towards robust action retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Cognitive tracking of surgical instruments based on stereo vision and depth sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Query-dependent visual dictionary adaptation for image reranking.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Semi-Supervised Learning with Manifold Fitted Graphs.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Face Recognition via Archetype Hull Ranking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning Hash Codes with Listwise Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Visual Reranking through Weakly Supervised Multi-graph Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Large-Scale Machine Learning for Classification and Search.

[BibT_eX]

[DOI]

PhD thesis, 2012

Task-Dependent Visual-Codebook Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Robust and Scalable Graph-Based Semisupervised Learning.

[BibT_eX]

[DOI]

Jun Wang

Proc. IEEE, 2012

Optimal semi-supervised metric learning for image retrieval.

[BibT_eX]

[DOI]

Kun Zhao

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Compact Hyperplane Hashing with Bilinear Functions.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Weakly supervised topic grouping of YouTube search results.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Trajectory-Based Modeling of Human Actions with Motion Reference Points.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Supervised hashing with kernels.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Distribution Calibration in Riemannian Symmetric Space.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Efficient manifold ranking for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Hashing with Graphs.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

Noise resistant graph ranking for improved web image search.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Semi-supervised distance metric learning for collaborative image retrieval and clustering.

[BibT_eX]

[DOI]

Steven C. H. Hoi

ACM Trans. Multim. Comput. Commun. Appl., 2010

Semi-supervised sparse metric learning using alternating linearization optimization.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Scalable similarity search with optimized kernel hashing.

[BibT_eX]

[DOI]

Junfeng He

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Large Graph Construction for Scalable Semi-Supervised Learning.

[BibT_eX]

[DOI]

Junfeng He

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Constrained Metric Learning Via Distance Gap Maximization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Spectral Kernel Learning for Semi-Supervised Classification.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Robust multi-class transductive learning with graphs.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Transductive Component Analysis.

[BibT_eX]

[DOI]

Dacheng Tao

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Output Regularized Metric Learning with Side Information.

[BibT_eX]

[DOI]

Steven C. H. Hoi

Proceedings of the Computer Vision, 2008

Semi-supervised distance metric learning for Collaborative Image Retrieval.

[BibT_eX]

[DOI]

Steven C. H. Hoi

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Relevance aggregation projections for image retrieval.

[BibT_eX]

[DOI]

Wei Jiang

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

MQSearch: image search by multi-class query.

[BibT_eX]

[DOI]

Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007

Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination.

[BibT_eX]

[DOI]

Xiaoou Tang