Separating common from salient patterns with Contrastive Representation Learning

Robin Louiset, Edouard Duchesnay, Antoine Grigis +1

Contrastive Analysis is a sub-field of Representation Learning that aims at separating common factors of variation between two datasets, a background (i.e., healthy subjects) and a…