An impartial take to the CNN vs transformer robustness contest

Following the surge of popularity of Transformers in Computer Vision, several studies have attempted to determine whether they could be more robust to distribution shifts and provide better uncertainty estimates than Convolutional Neural Networks (CNNs). The almost unanimous conclusion is that they...

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書目詳細資料
Main Authors: Pinto, F, Torr, P, PK, Dokania
格式: Conference item
語言:English
出版: Springer 2022