Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition

Congqi Cao, Yueran Zhang, Yating Yu +3

Existing works in few-shot action recognition mostly fine-tune a pre-trained image model and design sophisticated temporal alignment modules at feature level. However, simply fully…