Pulkit Kumar*

Trajectory-aligned Space-time Tokens for Few-shot Action Recognition

"We propose a simple yet effective approach for few-shot action recognition, emphasizing the disentanglement of motion and appearance representations. By harnessing recent progress in tracking, specifically point trajectories and self-supervised representation learning, we build trajectory-aligned t…