activity
20172023
most citedSet Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

150 citations · 589 across the 15 of their papers we have counts for

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Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019★ 9 cited

MetaFun: Meta-Learning with Iterative Functional Updates

Jin Xu, Jean-Francois Ton, Hyunjik Kim +2

We develop a functional encoder-decoder approach to supervised meta-learning, where labeled data is encoded into an infinite-dimensional functional representation rather than a fin…

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…