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Unified Group Fairness on Federated Learning


Nov 09, 2021
Fengda Zhang, Kun Kuang, Yuxuan Liu, Chao Wu, Fei Wu, Jiaxun Lu, Yunfeng Shao, Jun Xiao

* Under Review 

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Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering


Oct 03, 2021
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao

* Extension of CVPR'20 work (Counterfactual Samples Synthesizing for Robust Visual Question Answering). arXiv admin note: substantial text overlap with arXiv:2003.06576 

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Natural Language Video Localization with Learnable Moment Proposals


Sep 22, 2021
Shaoning Xiao, Long Chen, Jian Shao, Yueting Zhuang, Jun Xiao

* emnlp21 

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Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation


Sep 03, 2021
Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao


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Video Relation Detection via Tracklet based Visual Transformer


Aug 19, 2021
Kaifeng Gao, Long Chen, Yifeng Huang, Jun Xiao

* 1st of Video Relation Understanding (VRU) Grand Challenge in ACM Multimedia 2021 

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Progressive and Selective Fusion Network for High Dynamic Range Imaging


Aug 19, 2021
Qian Ye, Jun Xiao, Kin-man Lam, Takayuki Okatani


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Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning


Jun 22, 2021
Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Fei Wu, Jun Xiao


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Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey


May 26, 2021
Feifei Shao, Long Chen, Jian Shao, Wei Ji, Shaoning Xiao, Lu Ye, Yueting Zhuang, Jun Xiao

* 13 pages, 4 figures 

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VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching


May 12, 2021
Wenbo Ma, Long Chen, Hanwang Zhang, Jian Shao, Yueting Zhuang, Jun Xiao


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Improving Weakly-supervised Object Localization via Causal Intervention


Apr 21, 2021
Feifei Shao, Yawei Luo, Li Zhang, Lu Ye, Siliang Tang, Yi Yang, Jun Xiao

* 11 pages, 5 figures 

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Efficient Ring-topology Decentralized Federated Learning with Deep Generative Models for Industrial Artificial Intelligent


Apr 15, 2021
Zhao Wang, Yifan Hu, Jun Xiao, Chao Wu

* arXiv admin note: text overlap with arXiv:2010.10996 

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Human-like Controllable Image Captioning with Verb-specific Semantic Roles


Mar 22, 2021
Long Chen, Zhihong Jiang, Jun Xiao, Wei Liu

* Accepted by CVPR 2021. The code is available at: https://github.com/mad-red/VSR-guided-CIC 

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Boundary Proposal Network for Two-Stage Natural Language Video Localization


Mar 15, 2021
Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao

* AAAI 2021 

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ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries


Dec 18, 2020
Jinyin Chen, Zhen Wang, Haibin Zheng, Jun Xiao, Zhaoyan Ming


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GFL: A Decentralized Federated Learning Framework Based On Blockchain


Nov 09, 2020
Yifan Hu, Wei Xia, Jun Xiao, Chao Wu


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Federated Unsupervised Representation Learning


Oct 18, 2020
Fengda Zhang, Kun Kuang, Zhaoyang You, Tao Shen, Jun Xiao, Yin Zhang, Chao Wu, Yueting Zhuang, Xiaolin Li


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Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding


Sep 03, 2020
Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Wei Liu, Shih-Fu Chang


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Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling


Aug 11, 2020
Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang

* ACM Multimedia 2020 

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Accurate 2D soft segmentation of medical image via SoftGAN network


Jul 29, 2020
Changwei Wang, Rongtao Xu, Shibiao Xu, Weiliang Meng, Jun Xiao, Qimin Peng, Xiaopeng Zhang


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Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing


Jul 09, 2020
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel P. K. Lun, Kin-Man Lam

* ICPR 2020 

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Counterfactual Samples Synthesizing for Robust Visual Question Answering


Mar 14, 2020
Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, Yueting Zhuang

* Appear in CVPR 2020; Codes in https://github.com/yanxinzju/CSS-VQA 

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Evaluation Framework For Large-scale Federated Learning


Mar 12, 2020
Lifeng Liu, Fengda Zhang, Jun Xiao, Chao Wu


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Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States


Feb 09, 2020
Yunan Ye, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Yada Zhu, Jun Xiao, Bo Li

* AAAI 2020 

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Weak Supervision Enhanced Generative Network for Question Generation


Jul 01, 2019
Yutong Wang, Jiyuan Zheng, Qijiong Liu, Zhou Zhao, Jun Xiao, Yueting Zhuang

* Published as a conference paper at IJCAI2019 

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Galaxy Learning -- A Position Paper


Apr 22, 2019
Chao Wu, Jun Xiao, Gang Huang, Fei Wu


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Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation


Dec 06, 2018
Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang


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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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