1.5k citations · 2.2k across the 24 of their papers we have counts for
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cs.CV2018★ 67 cited
On GANs and GMMs
Eitan Richardson, Yair Weiss
A longstanding problem in machine learning is to find unsupervised methods that can learn the statistical structure of high dimensional signals. In recent years, GANs have gained m…
cs.CV2018★ 175 cited
Why do deep convolutional networks generalize so poorly to small image transformations?
Aharon Azulay, Yair Weiss
Convolutional Neural Networks (CNNs) are commonly assumed to be invariant to small image transformations: either because of the convolutional architecture or because they were trai…