Yi Yang

According to our database1, Yi Yang authored at least 226 papers between 2005 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Modality-Invariant Image-Text Embedding for Image-Sentence Matching.
TOMCCAP, 2019

Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2, 0 Norm.
IEEE Trans. Neural Netw. Learning Syst., 2019

CamStyle: A Novel Data Augmentation Method for Person Re-Identification.
IEEE Trans. Image Processing, 2019

Pose-Invariant Embedding for Deep Person Re-Identification.
IEEE Trans. Image Processing, 2019

Multiview Consensus Graph Clustering.
IEEE Trans. Image Processing, 2019

Progressive Learning for Person Re-Identification With One Example.
IEEE Trans. Image Processing, 2019

Late Fusion via Subspace Search With Consistency Preservation.
IEEE Trans. Image Processing, 2019

Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features.
IEEE Trans. Cybernetics, 2019

Learning Latent Stable Patterns for Image Understanding With Weak and Noisy Labels.
IEEE Trans. Cybernetics, 2019

Improving person re-identification by attribute and identity learning.
Pattern Recognition, 2019

Few-Example Object Detection with Model Communication.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Attract or Distract: Exploit the Margin of Open Set.
CoRR, 2019

Learning to Adapt Invariance in Memory for Person Re-identification.
CoRR, 2019

Adaptive Exploration for Unsupervised Person Re-Identification.
CoRR, 2019

Baidu-UTS Submission to the EPIC-Kitchens Action Recognition Challenge 2019.
CoRR, 2019

Query-efficient Meta Attack to Deep Neural Networks.
CoRR, 2019

Cubic LSTMs for Video Prediction.
CoRR, 2019

Joint Discriminative and Generative Learning for Person Re-identification.
CoRR, 2019

Revisiting EmbodiedQA: A Simple Baseline and Beyond.
CoRR, 2019

Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation.
CoRR, 2019

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification.
CoRR, 2019

Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification.
CoRR, 2019

Contrastive Adaptation Network for Unsupervised Domain Adaptation.
CoRR, 2019

Generalized Majorization-Minimization for Non-Convex Optimization.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Video Interactive Captioning with Human Prompts.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Cubic LSTMs for Video Prediction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Exploiting detected visual objects for frame-level video filtering.
World Wide Web, 2018

A Discriminatively Learned CNN Embedding for Person Reidentification.
TOMCCAP, 2018

Unsupervised Person Re-identification: Clustering and Fine-tuning.
TOMCCAP, 2018

Identifying Objective and Subjective Words via Topic Modeling.
IEEE Trans. Neural Netw. Learning Syst., 2018

Adaptive Unsupervised Feature Selection With Structure Regularization.
IEEE Trans. Neural Netw. Learning Syst., 2018

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features.
IEEE Trans. Neural Netw. Learning Syst., 2018

Rank-Constrained Spectral Clustering With Flexible Embedding.
IEEE Trans. Neural Netw. Learning Syst., 2018

Fusing Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks.
IEEE Trans. Multimedia, 2018

Twitter100k: A Real-World Dataset for Weakly Supervised Cross-Media Retrieval.
IEEE Trans. Multimedia, 2018

Few-Shot Text and Image Classification via Analogical Transfer Learning.
ACM TIST, 2018

Two-Stream Multirate Recurrent Neural Network for Video-Based Pedestrian Reidentification.
IEEE Trans. Industrial Informatics, 2018

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition.
IEEE Trans. Cybernetics, 2018

SIFT Meets CNN: A Decade Survey of Instance Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Indexing of the CNN features for the large scale image search.
Multimedia Tools Appl., 2018

Similarity-preserving Image-image Domain Adaptation for Person Re-identification.
CoRR, 2018

Learning Discriminators as Energy Networks in Adversarial Learning.
CoRR, 2018

Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation.
CoRR, 2018

Open Set Adversarial Examples.
CoRR, 2018

A Unified Analysis of Stochastic Momentum Methods for Deep Learning.
CoRR, 2018

Progressive Deep Neural Networks Acceleration via Soft Filter Pruning.
CoRR, 2018

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks.
CoRR, 2018

Self-produced Guidance for Weakly-supervised Object Localization.
CoRR, 2018

Macro-Micro Adversarial Network for Human Parsing.
CoRR, 2018

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors.
CoRR, 2018

Adversarial Complementary Learning for Weakly Supervised Object Localization.
CoRR, 2018

Decoupled Novel Object Captioner.
CoRR, 2018

Style Aggregated Network for Facial Landmark Detection.
CoRR, 2018

Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization.
CoRR, 2018

Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification.
CoRR, 2018

On the Large-Scale Transferability of Convolutional Neural Networks.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Decoupled Novel Object Captioner.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

A Unified Analysis of Stochastic Momentum Methods for Deep Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Compound Memory Networks for Few-Shot Video Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018

Generalizing a Person Retrieval Model Hetero- and Homogeneously.
Proceedings of the Computer Vision - ECCV 2018, 2018

Self-produced Guidance for Weakly-Supervised Object Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline).
Proceedings of the Computer Vision - ECCV 2018, 2018

Macro-Micro Adversarial Network for Human Parsing.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: The Benefit of Target Expectation Maximization.
Proceedings of the Computer Vision - ECCV 2018, 2018

RCAA: Relational Context-Aware Agents for Person Search.
Proceedings of the Computer Vision - ECCV 2018, 2018

Camera Style Adaptation for Person Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Adversarial Complementary Learning for Weakly Supervised Object Localization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Style Aggregated Network for Facial Landmark Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Semi-Supervised Bayesian Attribute Learning for Person Re-Identification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Balanced Clustering via Exclusive Lasso: A Pragmatic Approach.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks.
IEEE Trans. Neural Netw. Learning Syst., 2017

The Many Shades of Negativity.
IEEE Trans. Multimedia, 2017

Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling.
IEEE Trans. Knowl. Data Eng., 2017

Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis.
IEEE Trans. Knowl. Data Eng., 2017

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection.
IEEE Trans. Image Processing, 2017

Bi-Level Semantic Representation Analysis for Multimedia Event Detection.
IEEE Trans. Cybernetics, 2017

Regularized Deep Belief Network for Image Attribute Detection.
IEEE Trans. Circuits Syst. Video Techn., 2017

Semantic Pooling for Complex Event Analysis in Untrimmed Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Avoiding Optimal Mean ℓ2, 1-Norm Maximization-Based Robust PCA for Reconstruction.
Neural Computation, 2017

Uncovering the Temporal Context for Video Question Answering.
International Journal of Computer Vision, 2017

Camera Style Adaptation for Person Re-identification.
CoRR, 2017

Beyond Part Models: Person Retrieval with Refined Part Pooling.
CoRR, 2017

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification.
CoRR, 2017

Dual-Path Convolutional Image-Text Embedding.
CoRR, 2017

EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks.
CoRR, 2017

Random Erasing Data Augmentation.
CoRR, 2017

Pedestrian Alignment Network for Large-scale Person Re-identification.
CoRR, 2017

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro.
CoRR, 2017

Pose Invariant Embedding for Deep Person Re-identification.
CoRR, 2017

Simple to Complex Cross-modal Learning to Rank.
CoRR, 2017

A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval.
CoRR, 2017

Improving Person Re-identification by Attribute and Identity Learning.
CoRR, 2017

PatchShuffle Regularization.
CoRR, 2017

Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval.
CoRR, 2017

Unsupervised Person Re-identification: Clustering and Fine-tuning.
CoRR, 2017

Few-shot Object Detection.
CoRR, 2017

Early Active Learning with Pairwise Constraint for Person Re-identification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

FastShrinkage: Perceptually-aware Retargeting Toward Mobile Platforms.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Robust Top-k Multiclass SVM for Visual Category Recognition.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Online compressed robust PCA.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Person Re-identification in the Wild.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

A Framework of Online Learning with Imbalanced Streaming Data.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Compound Rank-k Projections for Bilinear Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2016

Image Classification by Cross-Media Active Learning With Privileged Information.
IEEE Trans. Multimedia, 2016

Convex Sparse PCA for Unsupervised Feature Learning.
TKDD, 2016

Weakly Supervised Human Fixations Prediction.
IEEE Trans. Cybernetics, 2016

Weakly Supervised Multilabel Clustering and its Applications in Computer Vision.
IEEE Trans. Cybernetics, 2016

Aspect Learning for Multimedia Summarization via Nonparametric Bayesian.
IEEE Trans. Circuits Syst. Video Techn., 2016

Unsupervised discriminative hashing.
J. Visual Communication and Image Representation, 2016

Guest editors' introduction: Perception, Aesthetics, and Emotion in Multimedia Quality Modeling.
IEEE MultiMedia, 2016

A Discriminatively Learned CNN Embedding for Person Re-identification.
CoRR, 2016

SIFT Meets CNN: A Decade Survey of Instance Retrieval.
CoRR, 2016

Person Re-identification: Past, Present and Future.
CoRR, 2016

Strategies for Searching Video Content with Text Queries or Video Examples.
CoRR, 2016

Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization.
CoRR, 2016

Dynamic Concept Composition for Zero-Example Event Detection.
CoRR, 2016

Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ1-Norm Maximization.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

They are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Dynamic Concept Composition for Zero-Example Event Detection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition.
IEEE Trans. Neural Netw. Learning Syst., 2015

Event Oriented Dictionary Learning for Complex Event Detection.
IEEE Trans. Image Processing, 2015

Compact and Discriminative Descriptor Inference Using Multi-Cues.
IEEE Trans. Image Processing, 2015

Multitask Spectral Clustering by Exploring Intertask Correlation.
IEEE Trans. Cybernetics, 2015

Weakly Semi-Supervised Deep Learning for Multi-Label Image Annotation.
IEEE Trans. Big Data, 2015

Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization.
International Journal of Computer Vision, 2015

Uncovering Temporal Context for Video Question and Answering.
CoRR, 2015

Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning.
CoRR, 2015

Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Fast and Accurate Content-based Semantic Search in 100M Internet Videos.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Fine-Grained Image Categorization by Localizing TinyObject Parts from Unannotated Images.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Inferring Painting Style with Multi-Task Dictionary Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM.
Proceedings of the 32nd International Conference on Machine Learning, 2015

A discriminative CNN video representation for event detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

DevNet: A Deep Event Network for multimedia event detection and evidence recounting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Complex Event Detection via Event Oriented Dictionary Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

A Convex Formulation for Spectral Shrunk Clustering.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Monitoring and Coaching the Use of Home Medical Devices.
Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

2014
Weakly Supervised Photo Cropping.
IEEE Trans. Multimedia, 2014

Sparse Multi-Modal Hashing.
IEEE Trans. Multimedia, 2014

Semi-Supervised Multiple Feature Analysis for Action Recognition.
IEEE Trans. Multimedia, 2014

Image Attribute Adaptation.
IEEE Trans. Multimedia, 2014

A Probabilistic Associative Model for Segmenting Weakly Supervised Images.
IEEE Trans. Image Processing, 2014

Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

E-LAMP: integration of innovative ideas for multimedia event detection.
Mach. Vis. Appl., 2014

Harnessing Lab Knowledge for Real-World Action Recognition.
International Journal of Computer Vision, 2014

Large-Scale Geosocial Multimedia [Guest editorial].
IEEE MultiMedia, 2014

Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation.
Expert Syst. Appl., 2014

Special section on learning from multiple evidences for large scale multimedia analysis.
Computer Vision and Image Understanding, 2014

A Discriminative CNN Video Representation for Event Detection.
CoRR, 2014

Semi-supervised Feature Analysis by Mining Correlations among Multiple Tasks.
CoRR, 2014

Compound Rank-k Projections for Bilinear Analysis.
CoRR, 2014

A Convex Sparse PCA for Feature Analysis.
CoRR, 2014

A Convex Formulation for Spectral Shrunk Clustering.
CoRR, 2014

Balanced k-Means and Min-Cut Clustering.
CoRR, 2014

Discriminative coupled dictionary hashing for fast cross-media retrieval.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Resource Constrained Multimedia Event Detection.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Discriminative Cellets Discovery for Fine-Grained Image Categories Retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Viral Video Style: A Closer Look at Viral Videos on YouTube.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Interactive Surveillance Event Detection through Mid-level Discriminative Representation.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Unsupervised Video Adaptation for Parsing Human Motion.
Proceedings of the Computer Vision - ECCV 2014, 2014

Event Detection Using Multi-level Relevance Labels and Multiple Features.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Convex Formulation for Semi-Supervised Multi-Label Feature Selection.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis.
IEEE Trans. Multimedia, 2013

Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks.
IEEE Trans. Multimedia, 2013

Multimedia Event Detection Using A Classifier-Specific Intermediate Representation.
IEEE Trans. Multimedia, 2013

Discovering Discriminative Graphlets for Aerial Image Categories Recognition.
IEEE Trans. Image Processing, 2013

Infrared Patch-Image Model for Small Target Detection in a Single Image.
IEEE Trans. Image Processing, 2013

Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation.
Computer Vision and Image Understanding, 2013

Fall detection in multi-camera surveillance videos: experimentations and observations.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

We are not equally negative: fine-grained labeling for multimedia event detection.
Proceedings of the ACM Multimedia Conference, 2013

A cognitive assistive system for monitoring the use of home medical devices.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

Thinking of Images as What They Are: Compound Matrix Regression for Image Classification.
Proceedings of the IJCAI 2013, 2013

How Related Exemplars Help Complex Event Detection in Web Videos?
Proceedings of the IEEE International Conference on Computer Vision, 2013

Feature Weighting via Optimal Thresholding for Video Analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Space-Time Robust Representation for Action Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Complex Event Detection via Multi-source Video Attributes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Discriminating Joint Feature Analysis for Multimedia Data Understanding.
IEEE Trans. Multimedia, 2012

Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection.
IEEE Trans. Multimedia, 2012

Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding.
IEEE Trans. Image Processing, 2012

Spline Regression Hashing for Fast Image Search.
IEEE Trans. Image Processing, 2012

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Robust cross-media transfer for visual event detection.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Knowledge adaptation for ad hoc multimedia event detection with few exemplars.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Classifier-specific intermediate representation for multimedia tasks.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Action recognition by exploring data distribution and feature correlation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Learning to predict health status of geriatric patients from observational data.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

2011
Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor.
IEEE Trans. Vis. Comput. Graph., 2011

3D human pose recovery from image by efficient visual feature selection.
Computer Vision and Image Understanding, 2011

Learning frame relevance for video classification.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Exploiting the entire feature space with sparsity for automatic image annotation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

l2, 1-Norm Regularized Discriminative Feature Selection for Unsupervised Learning.
Proceedings of the IJCAI 2011, 2011

Tag localization with spatial correlations and joint group sparsity.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Nonnegative Spectral Clustering with Discriminative Regularization.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Image Clustering Using Local Discriminant Models and Global Integration.
IEEE Trans. Image Processing, 2010

Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis.
IEEE Trans. Circuits Syst. Video Techn., 2010

Cross-media retrieval using query dependent search methods.
Pattern Recognition, 2010

Classification by semi-supervised discriminative regularization.
Neurocomputing, 2010

Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Ranking with local regression and global alignment for cross media retrieval.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

2008
Mining Semantic Correlation of Heterogeneous Multimedia Data for Cross-Media Retrieval.
IEEE Trans. Multimedia, 2008

Harmonizing Hierarchical Manifolds for Multimedia Document Semantics Understanding and Cross-Media Retrieval.
IEEE Trans. Multimedia, 2008

2007
Manifold Learning Based Cross-media Retrieval: A Solution to Media Object Complementary Nature.
VLSI Signal Processing, 2007

2005
Understanding Multimedia Document Semantics for Cross-Media Retrieval.
Proceedings of the Advances in Multimedia Information Processing, 2005


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