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职业迁徙
个人简介
My objective is to make neural networks efficient and robust. We all notice that there is a huge gap between human and neural networks in terms of generalization ability and efficiency. To close the gap, we need to solve the problem of robustness and over-parameterization.
I am currently working as a full time researcher at IIISCT, founded by Andrew Chi-Chih Yao. My primary research responsibility is compressing neural networks and ensuring models’ robustness. My work on model compression and robustness are accepted by top conferences such as ICCV, ECCV, and ASPLOS.
I am currently working as a full time researcher at IIISCT, founded by Andrew Chi-Chih Yao. My primary research responsibility is compressing neural networks and ensuring models’ robustness. My work on model compression and robustness are accepted by top conferences such as ICCV, ECCV, and ASPLOS.
研究兴趣
论文共 33 篇作者统计合作学者相似作者
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Shaokai Ye, Anastasiia Filippova, Jessy Lauer, Steffen Schneider, Maxime Vidal, Tian Qiu,Alexander Mathis,Mackenzie Weygandt Mathis
Nature communicationsno. 1 (2024): 5165-5165
Caleb Weinreb,Jonah E. Pearl,Sherry Lin,Mohammed Abdal Monium Osman,Libby Zhang, Sidharth Annapragada,Eli Conlin, Red Hoffmann, Sofia Makowska,Winthrop F. Gillis,Maya Jay,Shaokai Ye,
Nature Methodsno. 7 (2024): 1329-1339
Shaokai Ye, Anastasiia Filippova,Jessy Lauer,Maxime Vidal,Steffen Schneider, Tian Qiu,Alexander Mathis,Mackenzie Weygandt Mathis
CoRR (2023)
2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)no. 1 (2022): 12032-12041
arXiv (Cornell University) (2021)
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