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swain transformer
swain transformer
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domain-query attention
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video forgery detection
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clip embedding
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multimodal learning
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Papers
SVD-Det: A Lightweight Framework for Video Forgery Detection Using Semantic and Visual Defect Cues
WACV 2026
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