Probabilistic Variational Contrastive Learning

Minoh Jeong, Seonho Kim, Alfred Hero

Deterministic embeddings learned by contrastive learning (CL) methods such as SimCLR and SupCon achieve state-of-the-art performance but lack a principled mechanism for uncertainty…