670 citations · 984 across the 19 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 89 cited
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects
Adam R. Kosiorek, Hyunjik Kim, Ingmar Posner +1
We present Sequential Attend, Infer, Repeat (SQAIR), an interpretable deep generative model for videos of moving objects. It can reliably discover and track objects throughout the…
stat.ML2018★ 670 cited
Disentangling by Factorising
Hyunjik Kim, Andriy Mnih
We define and address the problem of unsupervised learning of disentangled representations on data generated from independent factors of variation. We propose FactorVAE, a method t…