Self-Supervised Learning with a Multi-Task Latent Space Objective

Pierre-François De Plaen, Abhishek Jha, Luc Van Gool +2

We propose a multi-task formulation of self-predictive Siamese SSL in which each spatial transformation defines a distinct latent-space alignment task, solved by a dedicated predic…