Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction

Bhawesh Kumar, Anil Palepu, Rudraksh Tuwani +1

Self-supervised models trained with a contrastive loss such as CLIP have shown to be very powerful in zero-shot classification settings. However, to be used as a zero-shot classifi…