Counterfactual contrastive learning: robust representations via causal image synthesis

1 code implementation • 14 Mar 2024 • Melanie Roschewitz, Fabio De Sousa Ribeiro, Tian Xia, Galvin Khara, Ben Glocker

Contrastive pretraining is well-known to improve downstream task performance and model generalisation, especially in limited label settings.

Contrastive Learning counterfactual +2