Visual Representation, Machine Learning, Neural Networks, Artificial Intelligence, Computer Vision.
Lipschitz continuity, SimCLR, and CEB compression, as well as a simple, tractable lower bound on the Lipschitz constant. This provides an alternative explanation, in addition to the information-theoretic view, for why CEB compression improves SimCLR model robustness. Extensive experiments