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PetsGAN: Rethinking Priors for Single Image Generation



Zicheng Zhang , Yinglu Liu , Congying Han , Hailin Shi , Tiande Guo , Bowen Zhou

* AAAI 2022 (oral) 

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On the Convergence and Robustness of Adversarial Training



Yisen Wang , Xingjun Ma , James Bailey , Jinfeng Yi , Bowen Zhou , Quanquan Gu

* ICML 2019 Long Talk. Fixing bugs in the proof of Theorem 1 

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SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition



Li Fu , Xiaoxiao Li , Runyu Wang , Zhengchen Zhang , Youzheng Wu , Xiaodong He , Bowen Zhou

* Submitted to ICASSP 2022 

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Trustworthy AI: From Principles to Practices



Bo Li , Peng Qi , Bo Liu , Shuai Di , Jingen Liu , Jiquan Pei , Jinfeng Yi , Bowen Zhou


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The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service



Nan Zhao , Haoran Li , Youzheng Wu , Xiaodong He , Bowen Zhou


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RoR: Read-over-Read for Long Document Machine Reading Comprehension



Jing Zhao , Junwei Bao , Yifan Wang , Yongwei Zhou , Youzheng Wu , Xiaodong He , Bowen Zhou

* Accepted as findings of EMNLP2021 

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CUSTOM: Aspect-Oriented Product Summarization for E-Commerce



Jiahui Liang , Junwei Bao , Yifan Wang , Youzheng Wu , Xiaodong He , Bowen Zhou

* 12 pages, 4 figures and 6 tables 

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EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension



Yongwei Zhou , Junwei Bao , Haipeng Sun , Jiahui Liang , Youzheng Wu , Xiaodong He , Bowen Zhou , Tiejun Zhao

* 12 pages, 1 figure and 5 tables 

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Augmentation Pathways Network for Visual Recognition



Yalong Bai , Mohan Zhou , Yuxiang Chen , Wei Zhang , Bowen Zhou , Tao Mei


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