CEU Center for Cognitive Computation

Resources

RLRG intro

• Links to the tutorial on variational autoencoders on 13 Jan 2020 by Gergő (part 1) and Dávid (part 2).

Coming up

• we are having a break now, but are planning to continue the meeting online
• usually here, but online now (CEU Department of Cognitive Science, Október 6 u. 7., room 103)

Past events

Reading list

Proposals for future events

David

• SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
  • https://arxiv.org/abs/2106.03849
• Clockwork Variational Autoencoders
  • https://arxiv.org/abs/2102.09532
• Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
  • https://openreview.net/forum?id=EbIDjBynYJ8
• The role of Disentanglement in Generalisation
  • https://openreview.net/forum?id=qbH974jKUVy
• Constellation: Learning relational abstractions over objects for compositional imagination
  • https://arxiv.org/abs/2107.11153v1
• Representation Learning for Out-Of-Distribution Generalization in Reinforcement Learning
  • https://arxiv.org/abs/2107.05686v1