Radial-VCReg: More Informative Representation Learning Through Radial Gaussianization

Yilun Kuang, Yash Dagade, Deep Chakraborty +4

Self-supervised learning aims to learn maximally informative representations, but explicit information maximization is hindered by the curse of dimensionality. Existing methods lik…