CoViT: Instance-Correspondence Contrastive Learning for Vision Transformer

Yisen Wang, Zhirong Wu, Limin Wang

Vision Transformers (ViT) excel in semantic understanding but fail to discriminate between object instances (e.g., identical embeddings for two dogs), limiting their use in instanc…