Fix the Worst Frame First: Adaptive Anchoring for Synthetic Video Supervision
TL;DR for operators A synthetic training video can look coherent at its beginning and end while losing the target identity somewhere in the middle. The paper proposes changing the synthetic-data factory so that every generated frame is checked against a real target-identity reference, the weakest eligible frame receives an additional identity anchor, and only then is the affected span regenerated. ...