arXiv (OAI Expanded)
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Intervention, Not Shared Latents: Blocking Visual Shortcuts in Audio-Video Generation
Joint audio--video (AV) generators are trained on data in which \emph{what an event looks like} and \emph{what it sounds like} are spuriously correlated. We present a \emph{controlled causal study} of the resulting failure mode. In an AV structural causal model where the audio is, by construction, i
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