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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
ITS, IE, ITE-MMS, ITE-ME, ITE-AIT [detail] 2024-02-19
11:00		 Hokkaido Hokkaido Univ. Improving Adversarial Robustness in Continual Learning
Koki Mukai, Soichiro Kumano (UTokyo), Nicolas Michel (UGE/CNRS/LIGM), Ling Xiao, Toshihiko Yamasaki (UTokyo) ITS2023-48 IE2023-37		 The goal of continual learning is to prevent catastrophic forgetting. However, few studies have simultaneously considere... [more] ITS2023-48 IE2023-37
pp.13-18
IE, ITS, ITE-MMS, ITE-ME, ITE-AIT [detail] 2023-02-22
09:45		 Hokkaido Hokkaido Univ. Probabilistic Approach towards Theoretical Understanding for Adversarial Training
Soichiro Kumano (UTokyo), Hiroshi Kera (Chiba Univ.), Toshihiko Yamasaki (UTokyo) ITS2022-59 IE2022-76		 In this paper, we provide the first theoretical analysis of the training dynamics of adversarial training of deep neural... [more] ITS2022-59 IE2022-76
pp.95-100
IE, ITS, ITE-AIT, ITE-ME, ITE-MMS [detail] 2022-02-21
13:30		 Online Online Prediction of Seismic Intensity Distribution Using Neural Networks
Haruki Mitarai, Koyu Mizutani, Kakeru Miyazaki, Ryugo Shimamura, Soichiro Kumano, Toshihiko Yamasaki (UTokyo) ITS2021-32 IE2021-41		 (To be available after the conference date) [more] ITS2021-32 IE2021-41
pp.43-48
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