156 citations · 440 across the 15 of their papers we have counts for
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cs.AI2017★ 15 cited
Recurrent Relational Networks
Rasmus Berg Palm, Ulrich Paquet, Ole Winther
This paper is concerned with learning to solve tasks that require a chain of interdependent steps of relational inference, like answering complex questions about the relationships…
stat.ML2017★ 116 cited
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
Marco Fraccaro, Simon Kamronn, Ulrich Paquet +1
This paper takes a step towards temporal reasoning in a dynamically changing video, not in the pixel space that constitutes its frames, but in a latent space that describes the non…