This is the full publication list of ReLER since 2016.

Conferences: 2019, 2018, 2017, 2016

Journals: 2019, 2018, 2017, 2016


Conferences

2019

Video Interactive Captioning with Human Prompts
Wu, A., Ha, Y. and Yang, Y.
IJCAI, 2019

Generalized Majorization-Minimization for Non-Convex Optimization
Zhang, H., Zhou, P., Yang, Y. and Feng, J.
IJCAI, 2019

Joint discriminative and generative learning for person re-identification
Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz
CVPR, 2019 (URL) [Project] [Paper] [YouTube] [Bilibili] [Poster]

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang
CVPR, 2019 (URL)

DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis
Minfeng Zhu, Pingbo Pan, Wei Chen, Yi Yang
CVPR, 2019 (URL)

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
CVPR, 2019 (URL)

Searching for A Robust Neural Architecture in Four GPU Hours
Xuanyi Dong, Yi Yang
CVPR, 2019 (URL)

Contrastive Adaptation Network for Unsupervised Domain Adaptation
Kang, G., Jiang, L., Yang, Y. and Hauptmann, A.G.
CVPR, 2019

Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Luo, Y., Zheng, L., Guan, T., Yu, J. and Yang, Y.
CVPR, 2019

Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation
Zhu, F., Zhu, L. and Yang, Y.
CVPR, 2019

A Bottom-Up Clustering Approach to Unsupervised Person Re-identification
Lin, Y., Dong, X., Zheng, L., Yan, Y. and Yang, Y.
AAAI, 2019

Cubic LSTMs for Video Prediction
Hehe Fan, Linchao Zhu, Yi Yang
AAAI, 2019 (URL)

Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection
Yanbin Liu, Yan Yan, Ling Chen, Yahong Han and Yi Yang
AAAI, 2019 (URL)

Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
Liu, Y., Lee, J., Park, M., Kim, S. and Yang, Y.
ICLR, 2019

2018

Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization
Kang, G., Zheng, L., Yan Yan, Liu, Z. and Yang, Y.
ECCV, 2018

RCAA: Relational Context-Aware Agents for Person Search
Chang, X., Huang, P.-Y., Liang, X., Yang, Y. and Hauptmann, A.
ECCV, 2018

Self-produced Guidance for Weakly-supervised Object Localization
Xiaolin Zhang,Yunchao Wei, Guoliang Kang, Yi Yang, Thomas Huang
ECCV, 2018 (URL)

Macro-Micro Adversarial Network for Human Parsing
Luo, Y., Zheng, Z., Zheng, L., Tao, G., Junqing, Y. and Yang, Y.
ECCV, 2018

Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)
Sun, Y., Zheng, L., Yang, Y., Tian, Q. and Wang, S.
ECCV, 2018

Compound Memory Networks for Few-shot Video Classification
Zhu, L. and Yang, Y.
ECCV, 2018

Generalizing A Person Retrieval Model Hetero- and Homogeneously
Zhun Zhong, Liang Zheng, Shaozi Li, Yi Yang
ECCV, 2018 (URL)

Balanced Clustering via Exclusive Lasso: A Pragmatic Approach
Li, Z., Chang, X., Ma, Z. and Yang, Y.
AAAI, 2018

Semi-supervised Bayesian Attribute Learning for Person Re-identification
Liu, W., Chang, X., Chen, L. and Yang, Y.
AAAI, 2018

A Unified Analysis of Stochastic Momentum Methods for Deep Learning.
Yan, Y., Yang, T., Li, Z., Lin, Q. and Yang, Y.
IJCAI, 2018

Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision.
Wang, H., Chang, X., Shi, L. and Yang, Y.
IJCAI, 2018

Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification
Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang
IJCAI, 2018 (URL)

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
IJCAI, 2018 (URL)

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning
Wu, Y., Lin, Y., Dong, X., Yan, Y., Ouyang, W. and Yang, Y.
CVPR, 2018

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
Deng, W., Zheng, L., Kang, G., Yang, Y., Ye, Q. and Jiao, J.
CVPR, 2018

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors
Xuanyi Dong, Shoou-I Yu, Xinshuo Weng, Shih-En Wei, Yi Yang, Yaser Sheikh
CVPR, 2018 (URL)

Style Aggregated Network for Facial Landmark Detection
Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
CVPR, 2018 (URL)

Camera Style Adaptation for Person Re-identification
Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
CVPR, 2018 (URL)

Adversarial Complementary Learning for Weakly Supervised Object Localization
Xiaolin Zhang,Yunchao Wei, Jiashi Feng, Yi Yang, Thomas Huang
CVPR, 2018 (URL)

Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering
Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu
ACM MM, 2018 (URL)

Decoupled Novel Object Captioner
Wu, Y., Zhu, L., Jiang, L. and Yang, Y.
ACM MM, 2018

2017

Few-Shot Object Recognition from Machine-Labeled Web Images
Xu, Z., Zhu, L. and Yang, Y.
CVPR, 2017

Person Re-identification in the Wild
Zheng, L., Zhang, H., Sun, S., Chandraker, M., Yang, Y. and Tian, Q.
CVPR, 2017

Bidirectional Multirate Reconstruction for Temporal Modeling in Videos
Zhu, L., Xu, Z. and Yang, Y.
CVPR, 2017

Re-ranking Person Re-identification with k-reciprocal Encoding
Zhun Zhong, Liang Zheng, Donglin Cao,Shaozi Li
CVPR, 2017 (URL)

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro
Zheng, Z., Zheng, L. and Yang, Y.
ICCV, 2017

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos
Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann
ICCV, 2017 (URL)

Unlabeled samples generated by gan improve the person re-identification baseline in vitro
Zhedong Zheng, Liang Zheng, Yi Yang
ICCV, 2017 (URL)

Online Compressed Robust PCA
Pingbo Pan, Jiashi Feng, Ling Chen, Yi Yang
IJCNN, 2017 (URL)

A Dual-Network Progressive Approach to Weakly Supervised Object Detection
Xuanyi Dong, Deyu Meng, Fan Ma, Yi Yang
ACM MM, 2017 (URL)

FastShrinkage: Perceptually-aware Retargeting Toward Mobile Platforms
Liu, Z., Wang, Z., Zhang, L., Shah, R.R., Xia, Y., Yang, Y. and Li, X.
ACM MM, 2017

Robust Top-k Multiclass SVM for Visual Category Recognition
Chang, X., Yu, Y.-L. and Yang, Y.
ACM SIGKDD, 2017

Early Active Learning with Pairwise Constraint for Person Re-identification
Liu, W., Chang, X., Chen, L. and Yang, Y.
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2017

Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling.
Luo, M., Nie, F., Chang, X., Yang, Y., Hauptmann, A.G. and Zheng, Q.
AAAI, 2017

A Framework of Online Learning with Imbalanced Streaming Data.
Yan, Y., Yang, T., Yang, Y. and Chen, J.
AAAI, 2017

2016

Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning
Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang
CVPR, 2016 (URL)

They are not equally reliable: Semantic event search using differentiated concept classifiers
Chang, X., Yu, Y.-L., Yang, Y. and Xing, E.P.
CVPR, 2016

You lead, we exceed: Labor-free video concept learning by jointly exploiting web videos and images
Gan, C., Yao, T., Yang, K., Yang, Y. and Mei, T.
CVPR, 2016

Hierarchical recurrent neural encoder for video representation with application to captioning
Pan, P., Xu, Z., Yang, Y., Wu, F. and Zhuang, Y.
CVPR, 2016

More is Less: A More Complicated Network with Less Inference Complexity
Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
CVPR, 2016 (URL)

Dynamic Concept Composition for Zero-Example Event Detection.
Chang, X., Yang, Y., Long, G., Zhang, C. and Hauptmann, A.G.
AAAI, 2016

Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition.
Gan, C., Lin, M., Yang, Y., de Melo, G. and Hauptmann, A.G.
AAAI, 2016

Robust Semi-Supervised Learning through Label Aggregation.
Yan, Y., Xu, Z., Tsang, I.W., Long, G. and Yang, Y.
AAAI, 2016

Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy L1-Norm Maximization
Luo, M., Nie, F., Chang, X., Yang, Y., Hauptmann, A.G. and Zheng, Q.
IJCAI, 2016

Journals

19

Pedestrian alignment network for large-scale person re-identification
Zhedong Zheng, Liang Zheng, Yi Yang
TCSVT, 2019 (URL)

CamStyle: A Novel Data Augmentation Method for Person Re-identification
Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
TIP, 2019 (URL)

Exploiting Combination Effect for Unsupervised Feature Selection by l2,0 Norm
Du, X., Nie, F., Wang, W., Yang, Y. and Zhou, X.
IEEE Transcations on Neural Networks and Learning Systems, 2019

Modality-Invariant Image-Text Embedding for Image-Sentence Matching
Liu, R., Zhao, Y., Wei, S., Zheng, L. and Yang, Y.
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2019

Learning Distilled Graph for Large-scale Social Network Data Clustering
Liu, W., Gong, D., Tan, M., Yang, Y. and Hauptmann, A.G.
IEEE Transcations on Knowledge and Data Engineering, 2019

Progressive Learning for Person Re-Identification with One Example
Wu, Y., Lin, Y., Dong, X., Yan, Y., Bian, W., Yang, Y.
IEEE Transcations on Image Processing, 2019

Multiview Consensus Graph Clustering
Zhan, K., Nie, F., Wang, J. and Yang, Y.
IEEE Transcations on Image Processing, 2019

Pose Invariant Embedding for Deep Person Re-identification
Zheng, L., Huang, Y., Lu, H. and Yang, Y.
IEEE Transactions on Image Processing, 2019

18

Few-Example Object Detection with Model Communication
Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng
TPAMI, 2018 (URL)

Late Fusion via Subspace Search with Consistency Preservation
Xuanyi Dong, Yan Yan, Mingkui Tan, Yi Yang, Ivor W. Tsang
TIP, 2018 (URL)

Unsupervised Person Re-identification: Clustering and Fine-tuning
Hehe Fan, Liang Zheng, Chenggang Yan, Yi Yang
ACM TOMCCAP, 2018 (URL)

A discriminatively learned cnn embedding for person reidentification
Zhedong Zheng, Liang Zheng, Yi Yang
TOMM, 2018 (URL)

Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval
Hu, Y., Zheng, L., Yang, Y. and Huang, Y.
IEEE Transcations on Multimedia, 2018

Rank-Constrained Spectral Clustering With Flexible Embedding
Li, Z., Nie, F., Chang, X., Nie, L., Zhan, H. and Yang, Y.
IEEE Transcations on Neural Networks and Learning Systems, 2018

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features
Li, Z., Nie, F., Chang, X., Yang, Y., Zhang, C. and Sebe, N.
IEEE Transcations on Neural Networks and Learning Systems, 2018

Few-shot Text and Image Classification via Analogical Transfer Learning
Liu, W., Chang, X., Yan, Y., Yang, Y. and Hauptmann, A.
ACM Transcations on Intelligent Systems and Technology, 2018

An adaptive semisupervised feature analysis for video semantic recognition
Luo, M., Chang, X., Nie, L., Yang, Y., Hauptmann, A.G. and Zheng, Q.
IEEE Transcations on Cybernetics, 2018

Adaptive unsupervised feature selection with structure regularization
Luo, M., Nie, F., Chang, X., Yang, Y., Hauptmann, A.G. and Zheng, Q.
IEEE Transcations on neural networks and learning systems, 2018

Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis and Case Study
Yan, Y., Tan, M., Ivor, T., Yang, Y., Shi, Q. and Zhang, C.
IEEE Transcations on Knowledge and Data Engineering, 2018

Two-Stream Multi-Rate Recurrent Neural Network for Video-Based Pedestrian Re-Identification
Zeng, Z., Li, Z., Cheng, D., Zhang, H., Zhan, K. and Yang, Y.
IEEE Transcations on Industrial Informatics, 2018

Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features
Zhan, K., Chang, X., Guan, J., Chen, L., Ma, Z. and Yang, Y.
IEEE Transcations on Cybernetics, 2018

Graph Structure Fusion for Multiview Clustering
Zhan, K., Niu, C., Chen, C., Nie, F., Zhang, C. and Yang, Y.
IEEE Transcations on Knowledge and Data Engineering, 2018

Fusing Geometric Features for Skeleton-Based Action Recognition using Multilayer LSTM Networks
Zhang, S., Yang, Y., Xiao, J., Liu, X., Yang, Y., Xie, D. and Zhuang, Y.
IEEE Transcations on Multimedia, 2018

Fusing Geometric Features for Skeleton-Based Action Recognition using Multilayer LSTM Networks
Zhang, S., Yang, Y., Xiao, J., Liu, X., Yang, Y., Xie, D. and Zhuang, Y.
IEEE Transcations on Multimedia, 2018

SIFT meets CNN: A decade survey of instance retrieval
Zheng, L., Yang, Y. and Tian, Q.
IEEE Transcations on Pattern Analysis and Machine Intelligence, 2018

Unsupervised Person Re-identification: Clustering and Fine-tuning
Fan, H., Zheng, L., Yan, C. and Yang, Y.
ACM Transcations on Multimedia Computing, Communications, and Applications, 2018

Personalized Video Recommendation Using Rich Contents from Videos
Du, X., Yin, H., Chen, L., Wang, Y., Yang, Y. and Zhou, X.
IEEE Transcations on Knowledge and Data Engineering, 2018

17

Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling
Zhuang, Y., Wang, H., Xiao, J., Wu, F., Yang, Y., Lu, W. and Zhang, Z.
IEEE Transcations on Knowledge and Data Engineering, 2017

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection
Chang, X., Ma, Z., Lin, M., Yang, Y. and Hauptmann, A.G.
IEEE Transcations on Image Processing, 2017

Bi-level semantic representation analysis for multimedia event detection
Chang, X., Ma, Z., Yang, Y., Zeng, Z. and Hauptmann, A.G.
IEEE Transcations on Cybernetics, 2017

Semisupervised feature analysis by mining correlations among multiple tasks
Chang, X. and Yang, Y.
IEEE Transcations on Neural Networks and Learning Systems, 2017

Semantic Pooling for Complex Event Analysis in Untrimmed Videos
Chang, X., Yu, Y., Yang, Y. and Xing, E.P.
IEEE Transcations on Pattern Analysis and Machine Intelligence, 2017

Exploiting detected visual objects for frame-level video filtering
Du, X., Yin, H., Huang, Z., Yang, Y. and Zhou, X.
World Wide Web, 2017

Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis
Li, Z., Nie, F., Chang, X. and Yang, Y.
IEEE Transcations Knowledge and Data Engineering, 2017

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition
Luo, M., Chang, X., Nie, L., Yang, Y., Hauptmann, A.G. and Zheng, Q.
IEEE Transcations on Cybernetics, 2017

Adaptive Unsupervised Feature Selection With Structure Regularization
Luo, M., Nie, F., Chang, X., Yang, Y., Hauptmann, A.G. and Zheng, Q.
IEEE Transcations on Neural Networks and Learning Systems, 2017

Avoiding Optimal Mean ł 2, 1-Norm Maximization-%Based Robust PCA for Reconstruction
Luo, M., Nie, F., Chang, X., Yang, Y., Hauptmann, A.G. and Zheng, Q.
Neural Computation, 2017

The Many Shades of Negativity
Ma, Z., Chang, X., Yang, Y., Sebe, N. and Hauptmann, A.G.
IEEE Transcations on Multimedia, 2017

Data-Driven Answer Selection in Community QA Systems
Nie, L., Wei, X., Zhang, D., Wang, X., Gao, Z. and Yang, Y.
IEEE Transcations on Knowledge and Data Engineering, 2017

Identifying Objective and Subjective Words via Topic Modeling
Wang, H., Wu, F., Lu, W., Yang, Y., Li, X., Li, X. and Zhuang, Y.
IEEE Transcations on Neural Networks and Learning Systems, 2017

Regularized Deep Belief Network for Image Attribute Detection
Wu, F., Wang, Z., Lu, W., Li, X., Yang, Y., Luo, J. and Zhuang, Y.
IEEE Transcations on Circuits and Systems for Video Technology, 2017

Two-Stream Multi-Rate Recurrent Neural Network for Video-Based Pedestrian Re-Identification
Zeng, Z., Li, Z., Cheng, D., Zhang, H., Zhan, K. and Yang, Y.
IEEE Transcations on Industrial Informatics, 2017

A Discriminatively Learned CNN Embedding for Person Reidentification
Zheng, Z., Zheng, L. and Yang, Y.
ACM Transcations on Multimedia Computing, Communications, and Applications, 2017

Uncovering the temporal context for video question answering
Zhu, L., Xu, Z., Yang, Y. and Hauptmann, A.G.
International Journal of Computer Vision, 2017

16

Using detected visual objects to index video database
Du, X., Yin, H., Huang, Z., Yang, Y. and Zhou, X.
Australasian Database Conference, 2016

Compound Rank- k Projections for Bilinear Analysis
Chang, X., Nie, F., Wang, S., Yang, Y., Zhou, X. and Zhang, C.
IEEE Transcations on Neural Networks and Learning Systems, 2016

Convex sparse PCA for unsupervised feature learning
Chang, X., Nie, F., Yang, Y., Zhang, C. and Huang, H.
ACM Transcations on Knowledge Discovery from Data, 2016

Personal health indexing based on medical examinations: a data mining approach
Chen, L., Li, X., Yang, Y., Kurniawati, H., Sheng, Q.Z., Hu, H.-Y. and Huang, N.
Decision Support Systems, 2016

Recognizing an action using its name: A knowledge-based approach
Gan, C., Yang, Y., Zhu, L., Zhao, D. and Zhuang, Y.
International Journal of Computer Vision, 2016

Guest editorial: web multimedia semantic inference using multi-cues
Han, Y., Yang, Y. and Zhou, X.
World Wide Web, 2016

Aspect Learning for Multimedia Summarization via Nonparametric Bayesian
Wu, F., Fang, H., Li, X., Tang, S., Lu, W., Yang, Y., Zhu, W. and Zhuang, Y.
IEEE Transcations on Circuits and Systems for Video Technology, 2016

Weakly supervised multilabel clustering and its applications in computer vision
Xia, Y., Nie, L., Zhang, L., Yang, Y., Hong, R. and Li, X.
IEEE Transcations on Cybernetics, 2016

Image classification by cross-media active learning with privileged information
Yan, Y., Nie, F., Li, W., Gao, C., Yang, Y. and Xu, D.
IEEE Transcations on Multimedia, 2016

Strategies for searching video content with text queries or video examples
Yu, S.-I., Yang, Y., Xu, Z., Xu, S., Meng, D., Mao, Z., Ma, Z., Lin, M., Li, X., Li, H. and others
ITE Transcations on Media Technology and Applications, 2016

Weakly supervised human fixations prediction
Zhang, L., Li, X., Nie, L., Yang, Y. and Xia, Y.
IEEE Transcations on Cybernetics, 2016