Andrei Liviu Nicolicioiu

DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability

2022 · arXiv (Cornell University)

In representation learning, a common approach is to seek representations which disentangle the underlying factors of variation. Eastwood & Williams (2018) proposed three metrics for quantifying the quality of such disentangled representations: disentanglement (D), completeness …