The attention triangle: diagnosing cross-modal semantic leakage in audio-video diffusion
tau · hf · 2026-09-07
Research from tau on Hugging Face describes the 'attention triangle' in audio-video diffusion models: bidirectional semantic leakage flows through cross-modal attention pathways.
- The leakage can be diagnosed using attention-derived signals.
- It can be mitigated with inference-time alignment interventions, without retraining the model.
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