Learning Conditional Invariance through Cycle Consistency

Maxim Samarin, Vitali Nesterov, Mario Wieser +3

Identifying meaningful and independent factors of variation in a dataset is a challenging learning task frequently addressed by means of deep latent variable models. This task can…