Xiaojun Chang

Chen Gong

Comput. Vis. Image Underst., 2021

Active Learning for Deep Visual Tracking.

[BibT_eX]

[DOI]

CoRR, 2021

Signature-Graph Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic Slimmable Denoising Network.

[BibT_eX]

[DOI]

CoRR, 2021

DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Learning for Embodied Vision Navigation: A Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective.

[BibT_eX]

[DOI]

CoRR, 2021

Vision-Language Navigation with Random Environmental Mixup.

[BibT_eX]

[DOI]

CoRR, 2021

Scene Graphs: A Survey of Generations and Applications.

[BibT_eX]

[DOI]

CoRR, 2021

NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

SOON: Scenario Oriented Object Navigation with Graph-based Exploration.

[BibT_eX]

[DOI]

CoRR, 2021

UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

A novel approach for phishing URLs detection using lexical based machine learning in a real-time environment.

[BibT_eX]

[DOI]

Brij B. Gupta

Krishna Yadav

Imran Razzak

Konstantinos E. Psannis

Arcangelo Castiglione

Comput. Commun., 2021

Ground states of a class of gradient systems of Choquard type with general nonlinearity.

[BibT_eX]

[DOI]

Wei Sun

Appl. Math. Lett., 2021

IEEE Access Special Section Editorial: Big Data Learning and Discovery.

[BibT_eX]

[DOI]

IEEE Access, 2021

FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Person Search Challenges and Solutions: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients.

[BibT_eX]

[DOI]

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

Transformer Based Multi-Agent Framework.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation.

[BibT_eX]

[DOI]

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

BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search.

[BibT_eX]

[DOI]

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

Vision-Language Navigation with Random Environmental Mixup.

[BibT_eX]

[DOI]

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

Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

A Generative Deep Learning Approach for Forensic Facial Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

SOON: Scenario Oriented Object Navigation With Graph-Based Exploration.

[BibT_eX]

[DOI]

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

Dynamic Slimmable Network.

[BibT_eX]

[DOI]

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

2020

Automated Diagnosis of Pathological Brain Using Fast Curvelet Entropy Features.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2020

Person Reidentification via Multi-Feature Fusion With Adaptive Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Structured Optimal Graph-Based Clustering With Flexible Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Top-$k$ Ranking for Image-Sentence Matching.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Semantics-Preserving Graph Propagation for Zero-Shot Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Guest editorial: Image/video understanding and analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Few-shot activity recognition with cross-modal memory network.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Improving multi-label chest X-ray disease diagnosis by exploiting disease and health labels dependencies.

[BibT_eX]

[DOI]

Zongyuan Ge

Dwarikanath Mahapatra

Multim. Tools Appl., 2020

Memory transformation networks for weakly supervised visual classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Guest editorial: Recent trends in multimedia data-hiding: a reliable mean for secure communications.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2020

Robust optimal graph clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Multi-view feature selection via Nonnegative Structured Graph Learning.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A Survey of Deep Active Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking.

[BibT_eX]

[DOI]

Di Yuan

Zhenyu He

CoRR, 2020

Multi-view Drone-based Geo-localization via Style and Spatial Alignment.

[BibT_eX]

[DOI]

Siyi Hu

CoRR, 2020

Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images.

[BibT_eX]

[DOI]

CoRR, 2020

Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Domain Adaptive Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Argus: Efficient Activity Detection System for Extended Video Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2020

Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement.

[BibT_eX]

[DOI]

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

Hierarchical Neural Architecture Search for Deep Stereo Matching.

[BibT_eX]

[DOI]

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

Memory-Based Network for Scene Graph with Unbalanced Relations.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Eduard H. Hovy

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.

[BibT_eX]

[DOI]

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

Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.

[BibT_eX]

[DOI]

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

Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Mining Inter-Video Proposal Relations for Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks.

[BibT_eX]

[DOI]

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

Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization.

[BibT_eX]

[DOI]

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

ZSTAD: Zero-Shot Temporal Activity Detection.

[BibT_eX]

[DOI]

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

Unity Style Transfer for Person Re-Identification.

[BibT_eX]

[DOI]

Chong Liu

Yi-Dong Shen

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

Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation.

[BibT_eX]

[DOI]

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

Vision-Dialog Navigation by Exploring Cross-Modal Memory.

[BibT_eX]

[DOI]

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

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting.

[BibT_eX]

[DOI]

Junjie Hu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

MMALFM: Explainable Recommendation by Leveraging Reviews and Images.

[BibT_eX]

[DOI]

Zhiyong Cheng

Rose Catherine Kanjirathinkal

Lei Zhu

Mohan S. Kankanhalli

ACM Trans. Inf. Syst., 2019

Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Discrete Multi-Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Ensemble Teaching for Hybrid Label Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Multi-stage cascaded deconvolution for depth map and surface normal prediction from single image.

[BibT_eX]

[DOI]

Ram Prasad Padhy

Suman Kumar Choudhury

Pankaj Kumar Sa

Sambit Bakshi

Pattern Recognit. Lett., 2019

Scheduled sampling for one-shot learning via matching network.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Zero-shot event detection via event-adaptive concept relevance mining.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Blockwisely Supervised Neural Architecture Search with Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2019

Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction.

[BibT_eX]

[DOI]

CoRR, 2019

Forensic Shoe-print Identification: A Brief Survey.

[BibT_eX]

[DOI]

CoRR, 2019

Inf@TRECVID 2019: Instance Search Task.

[BibT_eX]

[DOI]

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video.

[BibT_eX]

[DOI]

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks.

[BibT_eX]

[DOI]

Vaibhav

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Cross-Modal Transfer Hashing Based on Coherent Projection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Domain-Aware Unsupervised Cross-dataset Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Joint Attributes and Event Analysis for Multimedia Event Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Adaptive Unsupervised Feature Selection With Structure Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Rank-Constrained Spectral Clustering With Flexible Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Few-Shot Text and Image Classification via Analogical Transfer Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Guest Editorial Deep Learning Models for Industry Informatics.

[BibT_eX]

[DOI]

Gregorio Martínez Pérez

IEEE Trans. Ind. Informatics, 2018

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Deep feature learning via structured graph Laplacian embedding for person re-identification.

[BibT_eX]

[DOI]

Nanning Zheng

Pattern Recognit., 2018

Deep Semisupervised Zero-Shot Learning with Maximum Mean Discrepancy.

[BibT_eX]

[DOI]

Neural Comput., 2018

Guest Editorial: Semantic Concept Discovery in MM Data.

[BibT_eX]

[DOI]

Yan Yan

Liqiang Nie

Multim. Tools Appl., 2018

A unified framework with a benchmark dataset for surveillance event detection.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Learning Distributional Representation and Set Distance for Multi-shot Person Re-identification.

[BibT_eX]

[DOI]

Ting-Yao Hu

CoRR, 2018

Learning-Based Multimedia Analyses and Applications.

[BibT_eX]

[DOI]

Adv. Multim., 2018

IEEE Access Special Section Editorial: Information Security Solutions for Telemedicine Applications.

[BibT_eX]

[DOI]

IEEE Access, 2018

Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video.

[BibT_eX]

[DOI]

Jia Chen

Shizhe Chen

Qin Jin

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision.

[BibT_eX]

[DOI]

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

Teaching Semi-Supervised Classifier via Generalized Distillation.

[BibT_eX]

[DOI]

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

Particle Filtering Based Visual Attention Model for Moving Target Detection.

[BibT_eX]

[DOI]

Long Liu

Danyang Jing

Proceedings of the 14th International Conference on Natural Computation, 2018

RCAA: Relational Context-Aware Agents for Person Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Reinforcement Cutting-Agent Learning for Video Object Segmentation.

[BibT_eX]

[DOI]

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

Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition.

[BibT_eX]

[DOI]

Liangke Gui

Xiaodan Liang

Proceedings of the British Machine Vision Conference 2018, 2018

Semi-Supervised Bayesian Attribute Learning for Person Re-Identification.

[BibT_eX]

[DOI]

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

Balanced Clustering via Exclusive Lasso: A Pragmatic Approach.

[BibT_eX]

[DOI]

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

2017

Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

The Many Shades of Negativity.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Revealing Event Saliency in Unconstrained Video Collection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Multiview Physician-Specific Attributes Fusion for Health Seeking.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Bi-Level Semantic Representation Analysis for Multimedia Event Detection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Semantic Pooling for Complex Event Analysis in Untrimmed Videos.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Neural Comput., 2017

Refined Spectral Clustering via Embedded Label Propagation.

[BibT_eX]

[DOI]

Neural Comput., 2017

Simple to complex cross-modal learning to rank.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2017

Simple to Complex Cross-modal Learning to Rank.

[BibT_eX]

[DOI]

CoRR, 2017

Early Active Learning with Pairwise Constraint for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Robust Top-k Multiclass SVM for Visual Category Recognition.

[BibT_eX]

[DOI]

Yaoliang Yu

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression.

[BibT_eX]

[DOI]

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

How Unlabeled Web Videos Help Complex Event Detection?

[BibT_eX]

[DOI]

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

Self-paced Mixture of Regressions.

[BibT_eX]

[DOI]

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

Top-k Supervise Feature Selection via ADMM for Integer Programming.

[BibT_eX]

[DOI]

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

Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification.

[BibT_eX]

[DOI]

De Cheng

Li Liu

Yihong Gong

Nanning Zheng

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

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-View Correlated Feature Learning by Uncovering Shared Component.

[BibT_eX]

[DOI]

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

Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling.

[BibT_eX]

[DOI]

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

Structure Regularized Unsupervised Discriminant Feature Analysis.

[BibT_eX]

[DOI]

Mingyu Fan

Dacheng Tao

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

2016

Exploring semantic concepts for complex event analysis in unconstrained video clips

[BibT_eX]

[DOI]

PhD thesis, 2016

Compound Rank-k Projections for Bilinear Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Convex Sparse PCA for Unsupervised Feature Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

Multi-task support vector machines for feature selection with shared knowledge discovery.

[BibT_eX]

[DOI]

Signal Process., 2016

Artistic information extraction from Chinese calligraphy works via Shear-Guided filter.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Unified discriminating feature analysis for visual category recognition.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Strategies for Searching Video Content with Text Queries or Video Examples.

[BibT_eX]

[DOI]

Chuang Gan

Xingzhong Du

CoRR, 2016

Uncovering Locally Discriminative Structure for Feature Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ1-Norm Maximization.

[BibT_eX]

[DOI]

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

They are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers.

[BibT_eX]

[DOI]

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

Dynamic Concept Composition for Zero-Example Event Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED.

[BibT_eX]

[DOI]

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Unsupervised Feature Analysis with Class Margin Optimization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision.

[BibT_eX]

[DOI]

Yaoliang Yu

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Incremental Multimodal Query Construction for Video Search.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection.

[BibT_eX]

[DOI]

Eric P. Xing

Yaoliang Yu

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

Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

A Convex Formulation for Spectral Shrunk Clustering.

[BibT_eX]

[DOI]

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

2014

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

[BibT_eX]

[DOI]