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SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale Perception



Qi Qi , Kunqian Li , Haiyong Zheng , Xiang Gao , Guojia Hou , Kun Sun


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A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective



Wei-Wen Hsu , Yongfang Wu , Chang Hao , Yu-Ling Hou , Xiang Gao , Yun Shao , Xueli Zhang , Tao He , Yanhong Tai


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Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning



Bi'an Du , Xiang Gao , Wei Hu , Xin Li

* Accepted to ACM MM 2021 

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Joint Retrieval and Generation Training for Grounded Text Generation



Yizhe Zhang , Siqi Sun , Xiang Gao , Yuwei Fang , Chris Brockett , Michel Galley , Jianfeng Gao , Bill Dolan


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Self-Supervised Graph Representation Learning via Topology Transformations



Xiang Gao , Wei Hu , Guo-Jun Qi


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An Adversarially-Learned Turing Test for Dialog Generation Models



Xiang Gao , Yizhe Zhang , Michel Galley , Bill Dolan

* 7 pages, 2 figures 

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Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations



Xiang Gao , Wei Hu , Guo-Jun Qi


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Dialogue Response Ranking Training with Large-Scale Human Feedback Data



Xiang Gao , Yizhe Zhang , Michel Galley , Chris Brockett , Bill Dolan

* Accepted to appear at EMNLP 2020 

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Reinforcement Learning Control of Robotic Knee with Human in the Loop by Flexible Policy Iteration



Xiang Gao , Jennie Si , Yue Wen , Minhan Li , He , Huang


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