Contrastive Representations for Label Noise Require Fine-Tuning

Pierre Nodet, Vincent Lemaire, Alexis Bondu +1

In this paper we show that the combination of a Contrastive representation with a label noise-robust classification head requires fine-tuning the representation in order to achieve…