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Jun Yu
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing

Dec 25, 2020
Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao


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Sufficient dimension reduction for classification using principal optimal transport direction

Oct 21, 2020
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong

* 18 pages, 4 figures, to be published in 34th Conference on Neural Information Processing Systems (NeurIPS 2020), add the supplementary material 
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Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples

Aug 21, 2020
Jinfeng Li, Weifeng Liu, Yicong Zhou, Jun Yu, Dapeng Tao


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Deep Fusion Siamese Network for Automatic Kinship Verification

Jun 07, 2020
Jun Yu, Mengyan Li, Xinlong Hao, Guochen Xie

* 2020 15th IEEE Conference on Automatic Face and Gesture Recognition; 4th Recognizing Families In the Wild (RFIW) 
 * 8 pages, 8 figures 
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Retrieval of Family Members Using Siamese Neural Network

May 30, 2020
Jun Yu, Guochen Xie, Mengyan Li, Xinlong Hao

* 5 pages, 3 figures 
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Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data

May 21, 2020
Jun Yu, HaiYing Wang, Mingyao Ai, Huiming Zhang


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Deep Multimodal Neural Architecture Search

Apr 25, 2020
Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian

* 10 pages, 4 figures 
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Repulsive Mixture Models of Exponential Family PCA for Clustering

Apr 07, 2020
Maoying Qiao, Tongliang Liu, Jun Yu, Wei Bian, Dacheng Tao


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Detecting Communities in Heterogeneous Multi-Relational Networks:A Message Passing based Approach

Apr 06, 2020
Maoying Qiao, Jun Yu, Wei Bian, Dacheng Tao


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Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos

Mar 16, 2020
Yijun Song, Jingwen Wang, Lin Ma, Zhou Yu, Jun Yu


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Multimodal Unified Attention Networks for Vision-and-Language Interactions

Aug 19, 2019
Zhou Yu, Yuhao Cui, Jun Yu, Dacheng Tao, Qi Tian

* 11 pages, 7 figures 
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Deep Modular Co-Attention Networks for Visual Question Answering

Jun 25, 2019
Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian

* Accepted at CVPR 2019 
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Effective degrees of freedom for surface finish defect detection and classification

Jun 20, 2019
Natalya Pya Arnqvist, Blaise Ngendangenzwa, Eric Lindahl, Leif Nilsson, Jun Yu

* 17 pages, 12 figures, 3 tables 
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ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

Jun 06, 2019
Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao

* Accepted at AAAI 2019 
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Multimodal Transformer with Multi-View Visual Representation for Image Captioning

May 20, 2019
Jun Yu, Jing Li, Zhou Yu, Qingming Huang

* submitted to a journal 
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Single Pixel Reconstruction for One-stage Instance Segmentation

May 17, 2019
Jun Yu, Jinghan Yao, Jian Zhang, Zhou Yu, Dacheng Tao


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Grand Challenge of 106-Point Facial Landmark Localization

May 09, 2019
Yinglu Liu, Hao Shen, Yue Si, Xiaobo Wang, Xiangyu Zhu, Hailin Shi, Zhibin Hong, Hanqi Guo, Ziyuan Guo, Yanqin Chen, Bi Li, Teng Xi, Jun Yu, Haonian Xie, Guochen Xie, Mengyan Li, Qing Lu, Zengfu Wang, Shenqi Lai, Zhenhua Chai, Xiaoming Wei

* Accepted at ICME2019 Grand Challenge 
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On Exploring Undetermined Relationships for Visual Relationship Detection

May 05, 2019
Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao


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Local Deep-Feature Alignment for Unsupervised Dimension Reduction

Apr 22, 2019
Jian Zhang, Jun Yu, Dacheng Tao


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Adapting Stochastic Block Models to Power-Law Degree Distributions

Apr 05, 2019
Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao

* IEEE Transactions on Cybernetics, 49 (2019) 626-637 
 * 13 pages, 13 figures 
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Cross-modal subspace learning with Kernel correlation maximization and Discriminative structure preserving

Mar 26, 2019
Jun Yu, Xiao-Jun Wu

* 7 pages, 6 figures, 1 table. The paper is under consideration at Journal of Electronic Imaging 
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Unsupervised Concatenation Hashing with Sparse Constraint for Cross-Modal Retrieval

Mar 26, 2019
Jun Yu, Xiao-Jun Wu

* 9 pages, 3tables, 16 figures 
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Discriminative Supervised Hashing for Cross-Modal similarity Search

Dec 06, 2018
Jun Yu, Xiao-Jun Wu, Josef Kittler

* 7pages,3figures,4tables 
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Textually Guided Ranking Network for Attentional Image Retweet Modeling

Oct 24, 2018
Zhou Zhao, Hanbing Zhan, Lingtao Meng, Jun Xiao, Jun Yu, Min Yang, Fei Wu, Deng Cai

* 12 pages, 9 figures 
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Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multiorder Statistical Features

Aug 13, 2018
Jun Yu, Xiao-Jun Wu, Josef Kittler

* 10pages,6figures,4tables 
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Composition-Aided Face Photo-Sketch Synthesis

Jul 10, 2018
Jun Yu, Shengjie Shi, Fei Gao, Dacheng Tao, Qingming Huang

* 12 pages, 13 figures, journal 
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