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Auto-Encoding Adversarial Imitation Learning



Kaifeng Zhang , Rui Zhao , Ziming Zhang , Yang Gao

* 21 pages 

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Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming



Chuan Wen , Jianing Qian , Jierui Lin , Jiaye Teng , Dinesh Jayaraman , Yang Gao

* 28 pages, 13 figures, ICML2022 

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An Empirical Study on Disentanglement of Negative-free Contrastive Learning



Jinkun Cao , Ruiqian Nai , Qing Yang , Jialei Huang , Yang Gao

* Implementation available at https://github.com/noahcao/disentanglement_lib_med 

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Distortion-Corrected Image Reconstruction with Deep Learning on an MRI-Linac



Shanshan Shan , Yang Gao , Paul Z. Y. Liu , Brendan Whelan , Hongfu Sun , Bin Dong , Feng Liu , David E. J. Waddington


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HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling



Zhongang Cai , Daxuan Ren , Ailing Zeng , Zhengyu Lin , Tao Yu , Wenjia Wang , Xiangyu Fan , Yang Gao , Yifan Yu , Liang Pan , Fangzhou Hong , Mingyuan Zhang , Chen Change Loy , Lei Yang , Ziwei Liu

* Homepage: https://caizhongang.github.io/projects/HuMMan/ 

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$G^2$: Enhance Knowledge Grounded Dialogue via Ground Graph



Yizhe Yang , Yang Gao , Jiawei Li , Heyan Huang

* 11 pages, 5 figures 

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On the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of COVID-19 from voice



Ankit Shah , Hira Dhamyal , Yang Gao , Rita Singh , Bhiksha Raj

* Submitted to Interspeech 2022 

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Playing Lottery Tickets in Style Transfer Models



Meihao Kong , Jing Huo , Wenbin Li , Jing Wu , Yu-Kun Lai , Yang Gao


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PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization



Xiaochen Liu , Yu Bai , Jiawei Li , Yinan Hu , Yang Gao

* 12 pages 

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BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources



Xuanyu Zhu , Yang Gao , Feng Liu , Stuart Crozier , Hongfu Sun

* 23 pages, 8 figures, 2 tables 

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