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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yigit Ekin

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Preprint Aug 2026

BeyondMasks: Evaluating Causal and Physical Consistency in Video Object Removal

BeyondMasks reframes video object removal as causal scene consistency rather than local reconstruction and provides a unified framework for its evaluation, and proposes CORE, a structured vision language model based evaluation protocol that jointly measures object disappearance and after effect consistency, aligning mo...

Yigit Ekin, Enes Sanli, Aykut Erdem et al. · 1 citation · ⚡1

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