Michael Dorkenwald*

SIGMA: Sinkhorn-Guided Masked Video Modeling

"Video-based pretraining offers immense potential for learning strong visual representations on an unprecedented scale. Recently, masked video modeling methods have shown promising scalability, yet fall short in capturing higher-level semantics due to reconstructing predefined low-level targets such…