413 citations · 1.4k across the 26 of their papers we have counts for
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stat.ML2017
Surface Networks
Ilya Kostrikov, Zhongshi Jiang, Daniele Panozzo +2
We study data-driven representations for three-dimensional triangle meshes, which are one of the prevalent objects used to represent 3D geometry. Recent works have developed models…
cs.LG2017★ 131 cited
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play
Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov +3
We describe a simple scheme that allows an agent to learn about its environment in an unsupervised manner. Our scheme pits two versions of the same agent, Alice and Bob, against on…