Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Abstract

Recently, large-scale Contrastive Language-Image Pre-training (CLIP) has attracted unprecedented attention for its impressive zero-shot recognition ability and excellent transferability to…

Publication
International Conference on Learning Representations (ICLR), 2022