Mathieu Cyrille Simon*

Sequential Representation Learning via Static-Dynamic Conditional Disentanglement

"This paper explores self-supervised disentangled representation learning within sequential data, focusing on separating time-indep- endent and time-varying factors in videos. We propose a new model that breaks the usual independence assumption between those factors by explicitly accounting for the…