2026
Learning to LEAP: Efficient Dense Point Tracking by Focusing Where It Matters
AAAI 2026technical
Tracking Any Point (TAP) is a foundational task in computer vision with broad applicability. The state-of-the-art self-supervised TAP method leverages a global matching transformer and contrastive random walks to learn point correspondences. However, its dense all-pairs attention and correlation vol