14.1k citations · 34.6k across the 53 of their papers we have counts for
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stat.ML2019★ 35 cited
Stacked Capsule Autoencoders
Adam R. Kosiorek, Sara Sabour, Yee Whye Teh +1
Objects are composed of a set of geometrically organized parts. We introduce an unsupervised capsule autoencoder (SCAE), which explicitly uses geometric relationships between parts…
stat.ML2019★ 32 cited
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss
Nicholas Frosst, Nicolas Papernot, Geoffrey Hinton
We explore and expand the to measure the of class manifolds in representation space: i.e., how close pairs of points f…