Improving Domain Generalization in Contrastive Learning using Adaptive Temperature Control

Robert Lewis, Katie Matton, Rosalind W. Picard +1

Self-supervised pre-training with contrastive learning is a powerful method for learning from sparsely labeled data. However, performance can drop considerably when there is a shif…