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

Geng, Mengzhe et al.
arXiv (All) · Papers
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audio-and-speech-processingcomputer-vision-and-pattern-recognitionmachine-learningsound
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 an intervention, held-out task comparison, or endpo
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