SurgTracker adapts synthetic-trained point trackers to surgical video with self-distillation and cycle-consistent pseudo-label filtering, improving STIR accuracy over CoTracker3 without any manual annotations.
Bootstap: Bootstrapped training for tracking-any-point
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You Are Your Best Teacher: Semi-Supervised Surgical Point Tracking with Cycle-Consistent Self-Distillation
SurgTracker adapts synthetic-trained point trackers to surgical video with self-distillation and cycle-consistent pseudo-label filtering, improving STIR accuracy over CoTracker3 without any manual annotations.