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Southern University of Science and Technology
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A novel source-anchored flow model achieves state-of-the-art video overlay removal, outperforming prior methods by over 70% on key perceptual metrics.
Treating geometry as a fundamental representational prerequisite, rather than a late-fusion auxiliary signal, significantly boosts spatio-temporal reasoning in vision-language models.