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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Pinto, F, Torr, P, PK, Dokania
Formáid: Conference item
Teanga:English
Foilsithe / Cruthaithe: Springer 2022