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

Yangguang Li, Feng Liang, Lichen Zhao, Yufeng Cui, Wanli Ouyang, Jing Shao, Fengwei Yu, Junjie Yan
March, 2022
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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…

Type
1
Publication
International Conference on Learning Representations (ICLR), 2022