2 papers
cs.CV2024
Video Occupancy Models
Manan Tomar, Philippe Hansen-Estruch, Philip Bachman +4
We introduce a new family of video prediction models designed to support downstream control tasks. We call these models Video Occupancy models (VOCs). VOCs operate in a compact lat…
cs.LG2023
Ignorance is Bliss: Robust Control via Information Gating
Manan Tomar, Riashat Islam, Matthew E. Taylor +2
Informational parsimony provides a useful inductive bias for learning representations that achieve better generalization by being robust to noise and spurious correlations. We prop…