Kernel VICReg for Self-Supervised Learning in Reproducing Kernel Hilbert Space

M. Hadi Sepanj, Benyamin Ghojogh, Saed Moradi +1

Self-supervised learning (SSL) has emerged as a powerful paradigm for representation learning by optimizing geometric objectives, such as invariance to augmentations, variance pres…