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Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction


Aug 20, 2022
Jun Zhang, Sirui Liu, Mengyun Chen, Haotian Chu, Min Wang, Zidong Wang, Jialiang Yu, Ningxi Ni, Fan Yu, Diqing Chen, Yi Isaac Yang, Boxin Xue, Lijiang Yang, Yuan Liu, Yi Qin Gao

* version 1.0; 18 pages, 6 figures 

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Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)


Jul 21, 2022
Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff


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Progressively-connected Light Field Network for Efficient View Synthesis


Jul 10, 2022
Peng Wang, Yuan Liu, Guying Lin, Jiatao Gu, Lingjie Liu, Taku Komura, Wenping Wang

* Project page: https://totoro97.github.io/projects/prolif 

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PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction


Jun 24, 2022
Sirui Liu, Jun Zhang, Haotian Chu, Min Wang, Boxin Xue, Ningxi Ni, Jialiang Yu, Yuhao Xie, Zhenyu Chen, Mengyun Chen, Yuan Liu, Piya Patra, Fan Xu, Jie Chen, Zidong Wang, Lijiang Yang, Fan Yu, Lei Chen, Yi Qin Gao


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Robust and Efficient Medical Imaging with Self-Supervision


May 19, 2022
Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan


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Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images


Apr 22, 2022
Yuan Liu, Yilin Wen, Sida Peng, Cheng Lin, Xiaoxiao Long, Taku Komura, Wenping Wang

* Project page: https://liuyuan-pal.github.io/Gen6D/ 

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Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?


Feb 02, 2022
Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alex Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine Heller, Silvia Chiappa, Alexander D'Amour


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ApolloRL: a Reinforcement Learning Platform for Autonomous Driving


Jan 29, 2022
Fei Gao, Peng Geng, Jiaqi Guo, Yuan Liu, Dingfeng Guo, Yabo Su, Jie Zhou, Xiao Wei, Jin Li, Xu Liu


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Data Sensing and Offloading in Edge Computing Networks: TDMA or NOMA?


Nov 22, 2021
Zezu Liang, Hanbiao Chen, Yuan Liu, Fangjiong Chen

* To appear in IEEE Transactions on Wireless Communications 

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Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads


Nov 05, 2021
Ankit Singhal, Dexin Wang, Andrew P. Reiman, Yuan Liu, Donald J. Hammerstrom, Soumya Kundu

* Accepted at the IEEE ISGT 2022 Conference 

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