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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 

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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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Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks

Mar 31, 2018
Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang

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Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks

Aug 15, 2017
Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua

* 7 pages, 5 figures 

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Graph-Theoretic Spatiotemporal Context Modeling for Video Saliency Detection

Jul 25, 2017
Lina Wei, Fangfang Wang, Xi Li, Fei Wu, Jun Xiao

* ICIP 2017 

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Video Question Answering via Attribute-Augmented Attention Network Learning

Jul 20, 2017
Yunan Ye, Zhou Zhao, Yimeng Li, Long Chen, Jun Xiao, Yueting Zhuang

* Accepted for SIGIR 2017 

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SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning

Apr 12, 2017
Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua

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Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking

Dec 04, 2014
Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang

* Accepted by AAAI-15 

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