Zhengjun Zha

According to our database1, Zhengjun Zha authored at least 239 papers between 2007 and 2020.

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Bibliography

2020
Robust Deep Co-Saliency Detection With Group Semantic and Pyramid Attention.
IEEE Trans. Neural Networks Learn. Syst., 2020

Adversarial Attribute-Text Embedding for Person Search With Natural Language Query.
IEEE Trans. Multimedia, 2020

Bidirectional Attention-Recognition Model for Fine-Grained Object Classification.
IEEE Trans. Multimedia, 2020

Learning Rich Part Hierarchies With Progressive Attention Networks for Fine-Grained Image Recognition.
IEEE Trans. Image Process., 2020

A Multi-Scale Spatial-Temporal Attention Model for Person Re-Identification in Videos.
IEEE Trans. Image Process., 2020

Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition.
IEEE Trans. Image Process., 2020

A generalized least-squares approach regularized with graph embedding for dimensionality reduction.
Pattern Recognit., 2020

On Noise Injection in Generative Adversarial Networks.
CoRR, 2020

Memory-Augmented Relation Network for Few-Shot Learning.
CoRR, 2020

Self-Supervised Tuning for Few-Shot Segmentation.
CoRR, 2020

Stacked Convolutional Deep Encoding Network for Video-Text Retrieval.
CoRR, 2020

Real-world Person Re-Identification via Degradation Invariance Learning.
CoRR, 2020

Deep Self-representative Concept Factorization Network for Representation Learning.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Deep Palette-Based Color Decomposition for Image Recoloring with Aesthetic Suggestion.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning to Discretely Compose Reasoning Module Networks for Video Captioning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Spatiotemporal Fusion in 3D CNNs: A Probabilistic View.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Object Relational Graph With Teacher-Recommended Learning for Video Captioning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

State-Relabeling Adversarial Active Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Structure-Revealed Network for Texture Recognition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Degradation Prior for Low-Quality Image Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Real-World Person Re-Identification via Degradation Invariance Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Iterative Context-Aware Graph Inference for Visual Dialog.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Posterior-Guided Neural Architecture Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

CircleNet for Hip Landmark Detection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Spatiotemporal-Textual Co-Attention Network for Video Question Answering.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Convolutional Attention Networks for Scene Text Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Dense 3D-Convolutional Neural Network for Person Re-Identification in Videos.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Cross-Modality Feature Learning via Convolutional Autoencoder.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Learning Compact Appearance Representation for Video-Based Person Re-Identification.
IEEE Trans. Circuits Syst. Video Techn., 2019

A generalized multi-dictionary least squares framework regularized with multi-graph embeddings.
Pattern Recognit., 2019

Dynamically building diversified classifier pruning ensembles via canonical correlation analysis.
Multim. Tools Appl., 2019

Convolutional Dictionary Pair Learning Network for Image Representation Learning.
CoRR, 2019

Deep Self-representative Concept Factorization Network for Representation Learning.
CoRR, 2019

Identity Preserve Transform: Understand What Activity Classification Models Have Learnt.
CoRR, 2019

LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network.
CoRR, 2019

One-Shot Neural Architecture Search Through A Posteriori Distribution Guided Sampling.
CoRR, 2019

Referring Expression Grounding by Marginalizing Scene Graph Likelihood.
CoRR, 2019

Context-Aware Visual Policy Network for Fine-Grained Image Captioning.
CoRR, 2019

Making History Matter: Gold-Critic Sequence Training for Visual Dialog.
CoRR, 2019

Manifold Alignment via Global and Local Structures Preserving PCA Framework.
IEEE Access, 2019

Abstract Reasoning with Distracting Features.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Deep Bilinear Transformation for Fine-grained Image Representation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Adaptive Alignment Network for Person Re-identification.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Near-Duplicate Video Retrieval Through Toeplitz Kernel Partial Least Squares.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Question-Aware Tube-Switch Network for Video Question Answering.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Domain-Specific Embedding Network for Zero-Shot Recognition.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Illumination-Invariant Person Re-Identification.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Hybrid Image Enhancement With Progressive Laplacian Enhancing Unit.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Hierarchical Global-Local Temporal Modeling for Video Captioning.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

DADNet: Dilated-Attention-Deformable ConvNet for Crowd Counting.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

BERT4SessRec: Content-Based Video Relevance Prediction with Bidirectional Encoder Representations from Transformer.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low-Light Image Enhancement.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cross-Fiber Spatial-Temporal Co-enhanced Networks for Video Action Recognition.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Fast and Accurate Electron Microscopy Image Registration with 3D Convolution.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Progressive Learning for Neuronal Population Reconstruction from Optical Microscopy Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Instance Segmentation from Volumetric Biomedical Images Without Voxel-Wise Labeling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Neural Network-Based Arithmetic Coding for Inter Prediction Information in HEVC.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

One-Shot Texture Retrieval with Global Context Metric.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Exploring the Task Cooperation in Multi-goal Visual Navigation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Structure-Aware Residual Pyramid Network for Monocular Depth Estimation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MLTS: A Multi-Language Scene Text Spotter.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Multimodal Semantic Attention Network for Video Captioning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Knowing User Better: Jointly Predicting Click-Through and Playtime for Micro-Video.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Semantic-Embedding and Shape-Aware U-Net for Ultrasound Eyeball Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Accurate Segmentation of Synaptic Cleft with Contour Growing Concatenated with a Convnet.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Making History Matter: History-Advantage Sequence Training for Visual Dialog.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning to Assemble Neural Module Tree Networks for Visual Grounding.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

JPEG Artifacts Reduction via Deep Convolutional Sparse Coding.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Context-Reinforced Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Adaptive Transfer Network for Cross-Domain Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Camera Lens Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Robust Deep Co-Saliency Detection with Group Semantic.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Fast Uyghur Text Detector for Complex Background Images.
IEEE Trans. Multimedia, 2018

CCLBR: Congestion Control-Based Load Balanced Routing in Unstructured P2P Systems.
IEEE Systems Journal, 2018

Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding.
CoRR, 2018

CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification.
CoRR, 2018

Multi-Level Deep Cascade Trees for Conversion Rate Prediction.
CoRR, 2018

Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images.
CoRR, 2018

A CNN-Based In-Loop Filter with CU Classification for HEVC.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Particle Swarm Programming-Based Interactive Content-Based Image Retrieval.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Collaborative Detection and Caption Network.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Temporal-Contextual Attention Network for Video-Based Person Re-identification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Co-occurrent Structural Edge Detection for Color-Guided Depth Map Super-Resolution.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

A Feature-Adaptive Semi-Supervised Framework for Co-saliency Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

LA-Net: Layout-Aware Dense Network for Monocular Depth Estimation.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Vision-3 (Applications in Multimedia).
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Vision-2 (Object & Scene Understanding).
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Connectionist Temporal Fusion for Sign Language Translation.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Context-Aware Visual Policy Network for Sequence-Level Image Captioning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

CA<sub>3</sub>Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Attention and Language Ensemble for Scene Text Recognition with Convolutional Sequence Modeling.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Content-Based Video Relevance Prediction with Second-Order Relevance and Attention Modeling.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Object Trajectory Proposal via Hierarchical Volume Grouping.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Sketchpointnet: A Compact Network for Robust Sketch Recognition.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

3D Cnn-Based Soma Segmentation from Brain Images at Single-Neuron Resolution.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Towards Human-Level License Plate Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018


Deep Residual Attention Network for Spectral Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017
Guest Editorial: Knowledge-Based Multimedia Computing.
Multim. Tools Appl., 2017

Improving triplet-wise training of convolutional neural network for vehicle re-identification.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Diversity-induced weighted classifier ensemble learning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Adaptive Pooling in Multi-instance Learning for Web Video Annotation.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Progressive tone mapping of brain images at single-neuron resolution.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
p-Laplacian Regularized Sparse Coding for Human Activity Recognition.
IEEE Trans. Ind. Electron., 2016

A Unified Scheme for Super-Resolution and Depth Estimation From Asymmetric Stereoscopic Video.
IEEE Trans. Circuits Syst. Video Techn., 2016

A robust vision inspection system for detecting surface defects of film capacitors.
Signal Process., 2016

Guest Editorial: Large-Scale Multimedia Content Analysis on Social Media.
Multim. Tools Appl., 2016

Social media analytics and learning.
Neurocomputing, 2016

Building Locally Discriminative Classifier Ensemble Through Classifier Fusion Among Nearest Neighbors.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Collaborative Q-Learning Based Routing Control in Unstructured P2P Networks.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multi-Scale Triplet CNN for Person Re-Identification.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Action recognition with novel high-level pose features.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Comparative Deep Learning of Hybrid Representations for Image Recommendations.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Corrections to "Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss".
IEEE Trans. Multimedia, 2015

Semantic-Based Location Recommendation With Multimodal Venue Semantics.
IEEE Trans. Multimedia, 2015

Robust Multiview Feature Learning for RGB-D Image Understanding.
ACM Trans. Intell. Syst. Technol., 2015

An Attribute-Assisted Reranking Model for Web Image Search.
IEEE Trans. Image Process., 2015

Guest editorial: selected papers from ICIMCS 2012.
Multimedia Syst., 2015

一种基于拥塞发现的强化学习P2P网络视频点播预取策略 (Video Prefetching Strategy Based on Congestion Finding with Reinforcement Learning in P2P VOD Networks).
计算机科学, 2015

Depth map super-resolution using stereo-vision-assisted model.
Neurocomputing, 2015

Learning Multi-view Deep Features for Small Object Retrieval in Surveillance Scenarios.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Sparse canonical correlation analysis for recognition.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Sparse principle motion component for one-shot gesture recognition.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

The AdaBoost algorithm for vehicle detection based on CNN features.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014
Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Introduction to the Special Issue Best Papers of ACM Multimedia 2013.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss.
IEEE Trans. Multimedia, 2014

Adaptive Learning for Celebrity Identification With Video Context.
IEEE Trans. Multimedia, 2014

Product Aspect Ranking and Its Applications.
IEEE Trans. Knowl. Data Eng., 2014

Robust (Semi) Nonnegative Graph Embedding.
IEEE Trans. Image Process., 2014

Gradient-domain-based enhancement of multi-view depth video.
Inf. Sci., 2014

A novel segmentation based video-denoising method with noise level estimation.
Inf. Sci., 2014

Achieving dynamic load balancing through mobile agents in small world P2P networks.
Comput. Networks, 2014

Improving Color Constancy with Internet Photo Collections.
Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

A Stereo-Vision-Assisted model for depth map super-resolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013
Hierarchical Organization of Collaboratively Constructed Content.
Proceedings of the People's Web Meets NLP, Collaboratively Constructed Language Resources, 2013

GPSView: A scenic driving route planner.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information.
IEEE Trans. Multimedia, 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search.
IEEE Trans. Image Process., 2013

Detecting Group Activities With Multi-Camera Context.
IEEE Trans. Circuits Syst. Video Techn., 2013

Marginalized multi-layer multi-instance kernel for video concept detection.
Signal Process., 2013

Multimedia encyclopedia construction by mining web knowledge.
Signal Process., 2013

Interactive social group recommendation for Flickr photos.
Neurocomputing, 2013

Partial-Duplicate Image Retrieval via Saliency-Guided Visual Matching.
IEEE Multim., 2013

Robust Semantic Video Indexing by Harvesting Web Images.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval.
Proceedings of the ACM Multimedia Conference, 2013

Learning attribute-aware dictionary for image classification and search.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Click-boosting random walk for image search reranking.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

A Pattern Matching Based Model for Implicit Opinion Question Identification.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Oracle in Image Search: A Content-Based Approach to Performance Prediction.
ACM Trans. Inf. Syst., 2012

Interactive Video Indexing With Statistical Active Learning.
IEEE Trans. Multimedia, 2012

Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification.
IEEE Trans. Multimedia, 2012

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding.
IEEE Trans. Multimedia, 2012

Parallel Lasso for Large-Scale Video Concept Detection.
IEEE Trans. Multimedia, 2012

Mining Travel Patterns from Geotagged Photos.
ACM Trans. Intell. Syst. Technol., 2012

Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation.
IEEE Trans. Image Process., 2012

k-Partite graph reinforcement and its application in multimedia information retrieval.
Inf. Sci., 2012

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection.
Neurocomputing, 2012

Active learning for social image retrieval using Locally Regressive Optimal Design.
Neurocomputing, 2012

Multimedia Question Answering.
IEEE Multim., 2012

Topology Adaptation Based on Mobile Agent in Unstructured P2P Networks.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Combining SIFT and Global Features for Web Image Classification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Video Browser Showdown by NUS.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

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

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

Attribute-assisted reranking for web image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Visual query attributes suggestion.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Automatic labeling hierarchical topics.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Text Mining in Multimedia.
Proceedings of the Mining Text Data, 2012

2011
Utilizing Related Samples to Enhance Interactive Concept-Based Video Search.
IEEE Trans. Multimedia, 2011

Less is More: Efficient 3-D Object Retrieval With Query View Selection.
IEEE Trans. Multimedia, 2011

Research and applications on georeferenced multimedia: a survey.
Multim. Tools Appl., 2011

Hierarchical organization of unstructured consumer reviews.
Proceedings of the 20th International Conference on World Wide Web, 2011

Multimedia answering: enriching text QA with media information.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Product comparison using comparative relations.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Optimizing multimodal reranking for web image search.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Mining Travel Patterns from GPS-Tagged Photos.
Proceedings of the Advances in Multimedia Modeling, 2011

Semi-automatic Flickr Group Suggestion.
Proceedings of the Advances in Multimedia Modeling, 2011

Integrating rich information for video recommendation with multi-task rank aggregation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Learning "verb-object" concepts for semantic image annotation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Learning concept bundles for video search with complex queries.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Difficulty guided image retrieval using linear multiview embedding.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Query expansion by spatial co-occurrence for image retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Locally regressive G-optimal design for image retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

ShotTagger: tag location for internet videos.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Matching Content-based Saliency Regions for partial-duplicate image retrieval.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Joint Learning of Labels and Distance Metric.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Visual query suggestion: Towards capturing user intent in internet image search.
ACM Trans. Multim. Comput. Commun. Appl., 2010

TRECVID 2010 Known-item Search by NUS.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Which Tags Are Related to Visual Content?
Proceedings of the Advances in Multimedia Modeling, 2010

Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia.
Proceedings of the Advances in Multimedia Modeling, 2010

Evaluation of histogram based interest point detector in web image classification and search.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Utilizing related samples to learn complex queries in interactive concept-based video search.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009
Graph-based semi-supervised learning with multiple labels.
J. Vis. Commun. Image Represent., 2009

Visual query suggestion.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Robust Distance Metric Learning with Auxiliary Knowledge.
Proceedings of the IJCAI 2009, 2009

An efficient sparse metric learning in high-dimensional space via <i>l</i><sub>1</sub>-penalized log-determinant regularization.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008
Feature Detection and Correspondence for Camera Calibration.
Int. J. Inf. Acquis., 2008

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Graph-based semi-supervised learning with multi-label.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Optimized video scene segmentation.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Unbiased active learning for image retrieval.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Joint multi-label multi-instance learning for image classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A joint appearance-spatial distance for kernel-based image categorization.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Refining video annotation by exploiting pairwise concurrent relation.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Building a comprehensive ontology to refine video concept detection.
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007


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