New York University; National University of Singapore; New York University & Meta AI, FAIR; Meta AI, FAIR
Ravid Shwartz-Ziv, Randall Balestriero, Kenji Kawaguchi, Tim G. J. Rudner, Yann LeCun
Self-Supervised Learning;Generalization Bounds;Information-Theory;Deep Neural Networks
An Information Theory Perspective on Variance-Invariance-Covariance Regularization