Self-Supervised Dynamic Networks for Covariate Shift Robustness

Tomer Cohen, Noy Shulman, Hai Morgenstern +2

As supervised learning still dominates most AI applications, test-time performance is often unexpected. Specifically, a shift of the input covariates, caused by typical nuisances l…