Ani-GIFs: A benchmark dataset for domain generalization of action recognition from GIFs

Deep learning models perform remarkably well for the same task under the assumption that data is always coming from the same distribution. However, this is generally violated in practice, mainly due to the differences in data acquisition techniques and the lack of information about the underlying so...

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Bibliographic Details

Published in:	Frontiers in computer science (Lausanne) Vol. 4
Main Authors:	Majumdar, Shoumik Sovan, Jain, Shubhangi, Tourni, Isidora Chara, Mustafin, Arsenii, Lteif, Diala, Sclaroff, Stan, Saenko, Kate, Bargal, Sarah Adel
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 26-09-2022
Subjects:	domain adaptation domain generalization explainability GIFs transfer learning video action recognition
Online Access:	Get full text
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