16.2k citations · 27k across the 29 of their papers we have counts for
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stat.ML2017★ 608 cited
Wasserstein GAN
Martin Arjovsky, Soumith Chintala, Léon Bottou
We introduce a new algorithm named WGAN, an alternative to traditional GAN training. In this new model, we show that we can improve the stability of learning, get rid of problems l…
stat.ML2016
Discovering Causal Signals in Images
David Lopez-Paz, Robert Nishihara, Soumith Chintala +2
This paper establishes the existence of observable footprints that reveal the "causal dispositions" of the object categories appearing in collections of images. We achieve this goa…