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News/CIViC: Evidence Gates for Audio-Conditioned Visual Prediction on Proxy Tasks
arxiv
PublishedOctober 16, 2026 at 4:00 AM

CIViC: Evidence Gates for Audio-Conditioned Visual Prediction on Proxy Tasks

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arXiv:2610.15327v2 Announce Type: replace Abstract: Removing audio can shift a visual predictor's output without showing whether the task uses the intended audio information. We introduce Conditional Input and Visual Interpretation Checks (CIViC), a four-gate protocol that links an interpretation to

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