Wei Liu

According to our database1, Wei Liu authored at least 224 papers between 2006 and 2020.

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Bibliography

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

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

Graph Convolutional Network Hashing.
IEEE Trans. Cybern., 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

CPOT: Channel Pruning via Optimal Transport.
CoRR, 2020

Quantized Adam with Error Feedback.
CoRR, 2020

Deblurring by Realistic Blurring.
CoRR, 2020

Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content.
CoRR, 2020

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

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

Context-Gated Convolution.
CoRR, 2019

Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction.
CoRR, 2019

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

Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning.
CoRR, 2019

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

Efficient Decision-based Black-box Adversarial Attacks on Face Recognition.
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

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos.
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

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

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

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 Long Short-Term Concurrent Memory for Human Interaction Recognition.
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. Multimedia, 2017

Asymmetric Binary Coding for Image Search.
IEEE Trans. Multimedia, 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 Techn., 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

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

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. Multimedia, 2016

Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval.
IEEE Trans. Multimedia, 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.
Proceedings of the IEEE, 2016

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

Advanced learning for large-scale heterogeneous computing.
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

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

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 Techn., 2014

Learning to Rank Binary Codes.
CoRR, 2014

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework.
CoRR, 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. Software and Informatics, 2013

Mining spatiotemporal video patterns towards robust action retrieval.
Neurocomputing, 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

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

Robust and Scalable Graph-Based Semisupervised Learning.
Proceedings of the 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

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

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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