Wei Liu

Orcid: 0000-0002-3865-8145

Affiliations:
  • Tencent AI Lab, Shenzhen, China
  • Stevens Institute of Technology, Hoboken, NJ, USA
  • Rensselaer Polytechnic Institute, Troy, NY, USA
  • DiDi Kuaidi, Beijing, China (former)
  • IBM T. J. Watson Research Center, Yorktown Heights, NY, USA (former)
  • Columbia University, New York, NY, USA (PhD 2012)


According to our database1, Wei Liu authored at least 416 papers between 2006 and 2024.

Collaborative distances:

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Bibliography

2024
Wasserstein Discriminant Dictionary Learning for Graph Representation.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Sequential Manipulation Against Rank Aggregation: Theory and Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions.
Int. J. Comput. Vis., October, 2024

Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

MC-Blur: A Comprehensive Benchmark for Image Deblurring.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Semi-supervised anomaly detection in video surveillance by inpainting.
Multim. Tools Appl., May, 2024

Learning discriminative foreground-and-background features for few-shot segmentation.
Multim. Tools Appl., May, 2024

Bounding Box Vectorization for Oriented Object Detection With Tanimoto Coefficient Regression.
IEEE Trans. Multim., 2024

Unsupervised Out-of-Distribution Object Detection via PCA-Driven Dynamic Prototype Enhancement.
IEEE Trans. Image Process., 2024

LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2024

A blockchain-based smart contract model for secured energy trading management in smart microgrids.
Secur. Priv., 2024

PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning.
CoRR, 2024

Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation.
CoRR, 2024

Video-Language Alignment via Spatio-Temporal Graph Transformer.
CoRR, 2024

Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control.
CoRR, 2024

Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation.
CoRR, 2024

Di<sup>2</sup>Pose: Discrete Diffusion Model for Occluded 3D Human Pose Estimation.
CoRR, 2024

FreeTuner: Any Subject in Any Style with Training-free Diffusion.
CoRR, 2024

Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation.
CoRR, 2024

Functional Protein Design with Local Domain Alignment.
CoRR, 2024

Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples.
CoRR, 2024

LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models.
CoRR, 2024

Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts.
CoRR, 2024

Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain.
CoRR, 2024

DrugAssist: A Large Language Model for Molecule Optimization.
CoRR, 2024

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Mixture of Diverse Size Experts.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Prompting Future Driven Diffusion Model for Hand Motion Prediction.
Proceedings of the Computer Vision - ECCV 2024, 2024

OMG: Occlusion-Friendly Personalized Multi-concept Generation in Diffusion Models.
Proceedings of the Computer Vision - ECCV 2024, 2024

SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

A Comprehensive Evaluation of Quantization Strategies for Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Distributionally Robust Memory Evolution With Generalized Divergence for Continual Learning.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

A meaningful learning method for zero-shot semantic segmentation.
Sci. China Inf. Sci., November, 2023

LARNeXt: End-to-End Lie Algebra Residual Network for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Bilateral Relation Distillation for Weakly Supervised Temporal Action Localization.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Unsupervised Cross-Modal Hashing With Modality-Interaction.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

THAT-Net: Two-layer hidden state aggregation based two-stream network for traffic accident prediction.
Inf. Sci., July, 2023

Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Curriculum-Based Asymmetric Multi-Task Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

3D Street Object Detection from Monocular Images Using Deep Learning and Depth Information.
J. Adv. Comput. Intell. Intell. Informatics, March, 2023

Global Perception-Based Robust Parking Space Detection Using a Low-Cost Camera.
IEEE Trans. Intell. Veh., February, 2023

Efficient-Adam: Communication-Efficient Distributed Adam.
IEEE Trans. Signal Process., 2023

Plug-and-Play Regulators for Image-Text Matching.
IEEE Trans. Image Process., 2023

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Robust Pose Transfer With Dynamic Details Using Neural Video Rendering.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Sample Complexity for Distributionally Robust Learning under chi-square divergence.
J. Mach. Learn. Res., 2023

From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models.
CoRR, 2023

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.
CoRR, 2023

Master-slave Deep Architecture for Top-K Multi-armed Bandits with Non-linear Bandit Feedback and Diversity Constraints.
CoRR, 2023

LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement.
CoRR, 2023

CMATH: Can Your Language Model Pass Chinese Elementary School Math Test?
CoRR, 2023

UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning.
CoRR, 2023

Global and Local Semantic Completion Learning for Vision-Language Pre-training.
CoRR, 2023

Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders.
CoRR, 2023

OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System.
CoRR, 2023

Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization.
CoRR, 2023

Overview of the NLPCC 2023 Shared Task 9: User Feedback Prediction and Response Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning.
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.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Poisson Process for Bayesian Optimization.
Proceedings of the International Conference on Automated Machine Learning, 2023

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards In-Distribution Compatible Out-of-Distribution Detection.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Transductive Relation-Propagation With Decoupling Training for Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation.
IEEE Trans. Cybern., 2022

Progressive Multistage Learning for Discriminative Tracking.
IEEE Trans. Cybern., 2022

Image-to-Video Generation via 3D Facial Dynamics.
IEEE Trans. Circuits Syst. Video Technol., 2022

Joint Face Image Restoration and Frontalization for Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Self-Supervised Video Representation Learning by Uncovering Spatio-Temporal Statistics.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Spatiotemporal Co-Attention Recurrent Neural Networks for Human-Skeleton Motion Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

End2End Occluded Face Recognition by Masking Corrupted Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration.
J. Mach. Learn. Res., 2022

Perceptual quality assessment for no-reference image via optimization-based meta-learning.
Inf. Sci., 2022

Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior.
Int. J. Comput. Vis., 2022

Waveform level adversarial example generation for joint attacks against both automatic speaker verification and spoofing countermeasures.
Eng. Appl. Artif. Intell., 2022

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Constructing Moral Discussions.
CoRR, 2022

Curriculum-based Asymmetric Multi-task Reinforcement Learning.
CoRR, 2022

A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal.
CoRR, 2022

ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery.
CoRR, 2022

Towards In-distribution Compatibility in Out-of-distribution Detection.
CoRR, 2022

DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection.
CoRR, 2022

Boosting Multi-Modal E-commerce Attribute Value Extraction via Unified Learning Scheme and Dynamic Range Minimization.
CoRR, 2022

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022.
CoRR, 2022

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

Egocentric Video-Language Pretraining.
CoRR, 2022

Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis.
CoRR, 2022

HunYuan_tvr for Text-Video Retrievial.
CoRR, 2022

DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery - A Focus on Affinity Prediction Problems with Noise Annotations.
CoRR, 2022

Tencent AVS: A Holistic Ads Video Dataset for Multi-Modal Scene Segmentation.
IEEE Access, 2022

A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Egocentric Video-Language Pretraining.
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.
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.
Proceedings of the International Conference on Machine Learning, 2022

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention.
Proceedings of the Tenth International Conference on Learning Representations, 2022

A Novel Method to Evaluate the Privacy Protection in Speaker Anonymization.
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

Towards Efficient Adversarial Training on Vision Transformers.
Proceedings of the Computer Vision - ECCV 2022, 2022

Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack.
Proceedings of the Computer Vision - ECCV 2022, 2022

Masked Autoencoders for Point Cloud Self-supervised Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Improving Vision Transformers by Revisiting High-Frequency Components.
Proceedings of the Computer Vision, 2022

Hardly Perceptible Trojan Attack Against Neural Networks with Bit Flips.
Proceedings of the Computer Vision - ECCV 2022, 2022

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion.
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.
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.
IEEE Trans. Knowl. Data Eng., 2021

Quantized Adam with Error Feedback.
ACM Trans. Intell. Syst. Technol., 2021

Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Anytime Recognition with Routing Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

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

Beyond Brightening Low-light Images.
Int. J. Comput. Vis., 2021

Unsupervised Deep Representation Learning for Real-Time Tracking.
Int. J. Comput. Vis., 2021

Few-shot learning with relation propagation and constraint.
IET Comput. Vis., 2021

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

Benchmarking Deep Deblurring Algorithms: A Large-Scale Multi-Cause Dataset and A New Baseline Model.
CoRR, 2021

Rethinking the Spatial Route Prior in Vision-and-Language Navigation.
CoRR, 2021

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset.
CoRR, 2021

CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention.
CoRR, 2021

Simple Distillation Baselines for Improving Small Self-supervised Models.
CoRR, 2021

Structure-Regularized Attention for Deformable Object Representation.
CoRR, 2021

Attacking Adversarial Attacks as A Defense.
CoRR, 2021

Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds.
CoRR, 2021

tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement.
CoRR, 2021

DeFLOCNet: Deep Image Editing via Flexible Low-level Controls.
CoRR, 2021

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework.
CoRR, 2021

A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics.
CoRR, 2021

Multiple object tracking: A literature review.
Artif. Intell., 2021

Neural Routing by Memory.
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.
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.
Proceedings of the 38th International Conference on Machine Learning, 2021

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework.
Proceedings of the 38th International Conference on Machine Learning, 2021

Benchmarking Ultra-High-Definition Image Super-resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Adversarial Attack on Deep Cross-Modal Hamming Retrieval.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pyramid Architecture Search for Real-Time Image Deblurring.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Generalizing Face Forgery Detection With High-Frequency Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Parser-Free Virtual Try-On via Distilling Appearance Flows.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Human-Like Controllable Image Captioning With Verb-Specific Semantic Roles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Toward Making Unsupervised Graph Hashing Discriminative.
IEEE Trans. Multim., 2020

Temporally Coherent Video Harmonization Using Adversarial Networks.
IEEE Trans. Image Process., 2020

Graph Convolutional Network Hashing.
IEEE Trans. Cybern., 2020

Matching Image and Sentence With Multi-Faceted Representations.
IEEE Trans. Circuits Syst. Video Technol., 2020

Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance.
Int. J. Comput. Vis., 2020

Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding.
CoRR, 2020

Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning.
CoRR, 2020

CPOT: Channel Pruning via Optimal Transport.
CoRR, 2020

Quantized Adam with Error Feedback.
CoRR, 2020

Progressive Multi-Stage Learning for Discriminative Tracking.
CoRR, 2020

Sharp Analysis of Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization.
CoRR, 2020

Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies.
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.
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.
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.
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.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Transductive Relation-Propagation Network for Few-shot Learning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks.
Proceedings of the 37th International Conference on Machine Learning, 2020

Graph inference learning for semi-supervised classification.
Proceedings of the 8th International Conference on Learning Representations, 2020

Understanding distributional ambiguity via non-robust chance constraint.
Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

Context-Gated Convolution.
Proceedings of the Computer Vision - ECCV 2020, 2020

Face Super-Resolution Guided by 3D Facial Priors.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos.
Proceedings of the Computer Vision - ECCV 2020, 2020

Deblurring by Realistic Blurring.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Central Similarity Quantization for Efficient Image and Video Retrieval.
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.
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.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A Deep Bayesian Tensor-Based System for Video Recommendation.
ACM Trans. Inf. Syst., 2019

Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation.
IEEE Trans. Knowl. Data Eng., 2019

Adversarial Spatio-Temporal Learning for Video Deblurring.
IEEE Trans. Image Process., 2019

Deep Video Dehazing With Semantic Segmentation.
IEEE Trans. Image Process., 2019

Toward Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks.
IEEE Trans. Image Process., 2019

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

Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction.
J. Mach. Learn. Res., 2019

Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size.
CoRR, 2019

Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network.
CoRR, 2019

Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer.
CoRR, 2019

Understanding Distributional Ambiguity via Non-robust Chance Constraint.
CoRR, 2019

FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing.
CoRR, 2019

PFLD: A Practical Facial Landmark Detector.
CoRR, 2019

Fully-Featured Attribute Transfer.
CoRR, 2019

Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning.
CoRR, 2019

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

Cross-Modal Learning with Adversarial Samples.
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.
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.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Sufficient Condition for Convergences of Adam and RMSProp.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Joint Gait Representation via Quintuplet Loss Minimization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

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

Face Anti-Spoofing: Model Matters, so Does Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Spectral Clustering Using Dual Autoencoder Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MVF-Net: Multi-View 3D Face Morphable Model Regression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Deep Tracking.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Residual Regression With Semantic Prior for Crowd Counting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Compose Dynamic Tree Structures for Visual Contexts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Granularity Generator for Temporal Action Proposal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Compressing Convolutional Neural Networks via Factorized Convolutional Filters.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Image Captioning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatio-Temporal Video Re-Localization by Warp LSTM.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Image Deformation Meta-Networks for One-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Decorrelated Adversarial Learning for Age-Invariant Face Recognition.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
DeepProduct: Mobile Product Search With Portable Deep Features.
ACM Trans. Multim. Comput. Commun. Appl., 2018

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

Reversed Spectral Hashing.
IEEE Trans. Neural Networks Learn. Syst., 2018

Knowledge transfer for spectral clustering.
Pattern Recognit., 2018

Sub-Selective Quantization for Learning Binary Codes in Large-Scale Image Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Improving Street Object Detection Using Transfer Learning: From Generic Model to Specific Model.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Multi-label Learning with Missing Labels Using Mixed Dependency Graphs.
Int. J. Comput. Vis., 2018

Hierarchical Macro Strategy Model for MOBA Game AI.
CoRR, 2018

Real-Time Referring Expression Comprehension by Single-Stage Grounding Network.
CoRR, 2018

Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction.
CoRR, 2018

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic.
CoRR, 2018

NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction.
CoRR, 2018

Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset.
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.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Neural Compatibility Modeling with Attentive Knowledge Distillation.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Generalizing Graph Matching beyond Quadratic Assignment Model.
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.
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.
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.
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.
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.
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.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Life in the "Matrix": Human Mobility Patterns in the Cyber Space.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Safe Element Screening for Submodular Function Minimization.
Proceedings of the 35th International Conference on Machine Learning, 2018

An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method.
Proceedings of the 35th International Conference on Machine Learning, 2018

End-to-end Active Object Tracking via Reinforcement Learning.
Proceedings of the 35th International Conference on Machine Learning, 2018

Super-Identity Convolutional Neural Network for Face Hallucination.
Proceedings of the Computer Vision - ECCV 2018, 2018

Incremental Multi-graph Matching via Diversity and Randomness Based Graph Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images.
Proceedings of the Computer Vision - ECCV 2018, 2018

Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition.
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.
Proceedings of the Computer Vision - ECCV 2018, 2018

Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry.
Proceedings of the Computer Vision - ECCV 2018, 2018

Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Recurrent Fusion Network for Image Captioning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Stereoscopic Image Style Transfer.
Proceedings of the Computer Vision - ECCV 2018, 2018

Video Re-localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Tagging Like Humans: Diverse and Distinct Image Annotation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CosFace: Large Margin Cosine Loss for Deep Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Reconstruction Network for Video Captioning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Gated Fusion Network for Single Image Dehazing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

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

Left-Right Comparative Recurrent Model for Stereo Matching.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Dual Skipping Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks.
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.
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.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning to Guide Decoding for Image Captioning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

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

Discriminative Multi-instance Multitask Learning for 3D Action Recognition.
IEEE Trans. Multim., 2017

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

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.
IEEE Trans. Knowl. Data Eng., 2017

Mobile Social Multimedia Analytics in the Big Data Era: An Introduction to the Special Issue.
ACM Trans. Intell. Syst. Technol., 2017

Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition.
IEEE Trans. Cybern., 2017

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

Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization.
IEEE Trans. Circuits Syst. Video Technol., 2017

Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization.
SIAM J. Optim., 2017

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Weather Recognition of Street Scene Based on Sparse Deep Neural Networks.
J. Adv. Comput. Intell. Intell. Informatics, 2017

Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Network.
CoRR, 2017

End-to-end Active Object Tracking via Reinforcement Learning.
CoRR, 2017

Classification by Retrieval: Binarizing Data and Classifiers.
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.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Mixture-Rank Matrix Approximation for Collaborative Filtering.
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.
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.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning.
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.
Proceedings of the 34th International Conference on Machine Learning, 2017

Detecting Faces Using Inside Cascaded Contextual CNN.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Diverse Image Annotation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Self-Taught Learning for Weakly Supervised Object Localization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Real-Time Neural Style Transfer for Videos.
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.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

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

Adaptive Proximal Average Approximation for Composite Convex Minimization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Hierarchical Visualization of Video Search Results for Topic-Based Browsing.
IEEE Trans. Multim., 2016

Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval.
IEEE Trans. Multim., 2016

Deep Learning Driven Visual Path Prediction From a Single Image.
IEEE Trans. Image Process., 2016

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

Learning to Hash for Indexing Big Data - A Survey.
Proc. IEEE, 2016

Spectral-spatial co-clustering of hyperspectral image data based on bipartite graph.
Multim. Syst., 2016

Objective Image Quality Assessment Based on Saliency Map.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Stability Analysis and Hopf Bifurcation Control for a Wireless Network Model.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Advanced learning for large-scale heterogeneous computing.
Neurocomputing, 2016

Non-negative dictionary based sparse representation classification for ear recognition with occlusion.
Neurocomputing, 2016

Detection based object labeling of 3D point cloud for indoor scenes.
Neurocomputing, 2016

Multimedia Hashing and Networking.
IEEE Multim., 2016

Video Classification via Weakly Supervised Sequence Modeling.
Comput. Vis. Image Underst., 2016

Visual Tracking via Reliable Memories.
CoRR, 2016

Learning Binary Codes and Binary Weights for Efficient Classification.
CoRR, 2016

Efficient Multi-Class Selective Sampling on Graphs.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

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

Visual Tracking with Reliable Memories.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Fast Structural Binary Coding.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization.
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.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Towards Optimal Binary Code Learning via Ordinal Embedding.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Scalable Sequential Spectral Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

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

2015
Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval.
IEEE Trans. Medical Imaging, 2015

When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics.
ACM Trans. Intell. Syst. Technol., 2015

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

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

Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling.
IEEE Trans. Image Process., 2015

SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework.
IEEE Trans. Image Process., 2015

Localizing web videos using social images.
Inf. Sci., 2015

Auxiliary Training Information Assisted Visual Recognition.
IPSJ Trans. Comput. Vis. Appl., 2015

Learning for 3D understanding.
Neurocomputing, 2015

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.
CoRR, 2015

An Efficient Semi-Supervised Clustering Algorithm with Sequential Constraints.
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.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Modeling Inter- and Intra-Part Deformations for Object Structure Parsing.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Sparse Subspace Clustering for Incomplete Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Top Rank Supervised Binary Coding for Visual Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Binary Codes for Maximum Inner Product Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

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

Discrete hyper-graph matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Supervised Discrete Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Understanding image structure via hierarchical shape parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Towards 3D object detection with bimodal deep Boltzmann machines over RGBD imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Saliency propagation from simple to difficult.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Low-Rank Similarity Metric Learning in High Dimensions.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Optimizing Bag Features for Multiple-Instance Retrieval.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes.
IEEE Trans. Image Process., 2014

Video De-Fencing.
IEEE Trans. Circuits Syst. Video Technol., 2014

Learning to Rank Binary Codes.
CoRR, 2014

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework.
CoRR, 2014

PAAP: prefetch-aware admission policies for query results cache in web search engines.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Zeta Hull Pursuits: Learning Nonconvex Data Hulls.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Discrete Graph Hashing.
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.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Scalable Histopathological Image Analysis via Active Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Mining histopathological images via hashing-based scalable image retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable mammogram retrieval using Anchor Graph Hashing.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Graduated Consistency-Regularized Optimization for Multi-graph Matching.
Proceedings of the Computer Vision - ECCV 2014, 2014

Unsupervised One-Class Learning for Automatic Outlier Removal.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fast Tweet Retrieval with Compact Binary Codes.
Proceedings of the COLING 2014, 2014

Two-Stage Hashing for Fast Document Retrieval.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Can Visual Recognition Benefit from Auxiliary Information in Training?
Proceedings of the Computer Vision - ACCV 2014, 2014

Sub-Selective Quantization for Large-Scale Image Search.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Nonnegative Local Coordinate Factorization for Image Representation.
IEEE Trans. Image Process., 2013

Weakly supervised codebook learning by iterative label propagation with graph quantization.
Signal Process., 2013

Bidirectional Label Propagation over Graphs.
Int. J. Softw. Informatics, 2013

Mining spatiotemporal video patterns towards robust action retrieval.
Neurocomputing, 2013

Cognitive tracking of surgical instruments based on stereo vision and depth sensing.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Query-dependent visual dictionary adaptation for image reranking.
Proceedings of the ACM Multimedia Conference, 2013

Semi-Supervised Learning with Manifold Fitted Graphs.
Proceedings of the IJCAI 2013, 2013

Face Recognition via Archetype Hull Ranking.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning Hash Codes with Listwise Supervision.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Visual Reranking through Weakly Supervised Multi-graph Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Large-Scale Machine Learning for Classification and Search.
PhD thesis, 2012

Task-Dependent Visual-Codebook Compression.
IEEE Trans. Image Process., 2012

Robust and Scalable Graph-Based Semisupervised Learning.
Proc. IEEE, 2012

Optimal semi-supervised metric learning for image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Compact Hyperplane Hashing with Bilinear Functions.
Proceedings of the 29th International Conference on Machine Learning, 2012

Weakly supervised topic grouping of YouTube search results.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Multiple cues integration for part-based adaptive workpieces detection.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Trajectory-Based Modeling of Human Actions with Motion Reference Points.
Proceedings of the Computer Vision - ECCV 2012, 2012

Supervised hashing with kernels.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Distribution Calibration in Riemannian Symmetric Space.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Efficient manifold ranking for image retrieval.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Hashing with Graphs.
Proceedings of the 28th International Conference on Machine Learning, 2011

Noise resistant graph ranking for improved web image search.
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.
ACM Trans. Multim. Comput. Commun. Appl., 2010

Semi-supervised sparse metric learning using alternating linearization optimization.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Scalable similarity search with optimized kernel hashing.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Large Graph Construction for Scalable Semi-Supervised Learning.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

NeuMORE: Ontology in stroke recovery.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Ontology-based knowledge acquisition for neuromotor functional recovery in stroke.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Constrained Metric Learning Via Distance Gap Maximization.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Spectral Kernel Learning for Semi-Supervised Classification.
Proceedings of the IJCAI 2009, 2009

Robust multi-class transductive learning with graphs.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

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

Output Regularized Metric Learning with Side Information.
Proceedings of the Computer Vision, 2008

Semi-supervised distance metric learning for Collaborative Image Retrieval.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Relevance aggregation projections for image retrieval.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

MQSearch: image search by multi-class query.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination.
Proceedings of the IJCAI 2007, 2007

2006
Learning Distance Metrics with Contextual Constraints for Image Retrieval.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006


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