Physics-informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation

Romain Thoreau, Laurent Risser, Véronique Achard +2

The combination of machine learning models with physical models is a recent research path to learn robust data representations. In this paper, we introduce p${}^3$VAE, a variational…