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Grafting Vision Transformers


Oct 28, 2022
Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo

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Augmentation Learning for Semi-Supervised Classification


Aug 03, 2022
Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne

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* Accepted to GCPR 2022, 13 pages with 4 figures 

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Distributed Adversarial Training to Robustify Deep Neural Networks at Scale


Jun 13, 2022
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu

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Temporal Relevance Analysis for Video Action Models


Apr 25, 2022
Quanfu Fan, Donghyun Kim, Chun-Fu, Chen, Stan Sclaroff, Kate Saenko, Sarah Adel Bargal

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CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection


Apr 15, 2022
Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Seychelle M. Vos, Michael A. Cianfrocco

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An Image Classifier Can Suffice For Video Understanding


Jun 30, 2021
Quanfu Fan, Chun-Fu, Chen, Rameswar Panda

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An Image Classifier Can Suffice Video Understanding


Jun 26, 2021
Quanfu Fan, Chun-Fu, Chen, Rameswar Panda

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RegionViT: Regional-to-Local Attention for Vision Transformers


Jun 04, 2021
Chun-Fu Chen, Rameswar Panda, Quanfu Fan

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AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition


May 12, 2021
Rameswar Panda, Chun-Fu Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogerio Feris

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