The role of Disentanglement in Generalisation

1 code implementation • ICLR 2021 • Milton Llera Montero, Casimir JH Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey Bowers

It is claimed that such representations should be able to capture the compositional structure of the world which can then be combined to produce novel representations.

Disentanglement Out-of-Distribution Generalization +1