637 citations · 1.9k across the 20 of their papers we have counts for
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cs.CV2021★ 109 cited
Do Vision Transformers See Like Convolutional Neural Networks?
Maithra Raghu, Thomas Unterthiner, Simon Kornblith +2
Convolutional neural networks (CNNs) have so far been the de-facto model for visual data. Recent work has shown that (Vision) Transformer models (ViT) can achieve comparable or eve…
cs.LG2021★ 3 cited
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization
Chiyuan Zhang, Maithra Raghu, Jon Kleinberg +1
Central to the success of artificial neural networks is their ability to generalize. But does neural network generalization primarily rely on seeing highly similar training example…