Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation

Sébastien Lachapelle, Divyat Mahajan, Ioannis Mitliagkas +1

We tackle the problems of latent variables identification and ``out-of-support'' image generation in representation learning. We show that both are possible for a class of decoders…