CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment

Haoyu Song, Li Dong, Wei-Nan Zhang +2

CLIP has shown a remarkable zero-shot capability on a wide range of vision tasks. Previously, CLIP is only regarded as a powerful visual encoder. However, after being pre-trained b…