Implicit variance regularization in non-contrastive SSL
–Neural Information Processing Systems
In this work, we provide a comparative analysis of the learning dynamics for the Euclidean and cosine-based asymmetric losses in the eigenspace of the closed-form predictor DirectPred.
Neural Information Processing Systems
Feb-17-2026, 01:24:34 GMT