Implicit variance regularization in non-contrastive SSL.
Manu Srinath HalvagalAxel LaborieuxFriedemann ZenkePublished in: NeurIPS (2023)
Keyphrases
- semi supervised learning
- regularization framework
- regularization parameter
- data dependent
- noise variance
- empirical risk minimization
- prior knowledge
- correlation coefficient
- standard deviation
- regularization methods
- graph based semi supervised learning
- image processing
- active learning
- image restoration
- variance reduction
- maximum variance