Self-Supervised Any-Point Tracking by Contrastive Random Walks

Ayush Shrivastava, Andrew Owens

We present a simple, self-supervised approach to the Tracking Any Point (TAP) problem. We train a global matching transformer to find cycle consistent tracks through video via cont…