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cs.CV2020★ 1 cited
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…
cs.CV2019
Bidirectional One-Shot Unsupervised Domain Mapping
Tomer Cohen, Lior Wolf
We study the problem of mapping between a domain , in which there is a single training sample and a domain , for which we have a richer training set. The method we present is…