118 citations · 253 across the 35 of their papers we have counts for
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cs.LG2023
A Causal Ordering Prior for Unsupervised Representation Learning
Avinash Kori, Pedro Sanchez, Konstantinos Vilouras +2
Unsupervised representation learning with variational inference relies heavily on independence assumptions over latent variables. Causal representation learning (CRL), however, arg…
cs.LG2023
Grounded Object Centric Learning
Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro +2
The extraction of modular object-centric representations for downstream tasks is an emerging area of research. Learning grounded representations of objects that are guaranteed to b…