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.
More from Multimodal
- LichtFeld Studio v0.5.4.3 ships community-built SteadySplats, POPSpa and Voxelization — janusch_patas · 2026-10-26
- One prompt to a 2-3 min narrated short: hands-on test of Antigravity video generation — AI_Andrew · 2026-10-26
- Creator makes 10,564-frame animated short entirely with Gemini toolchain — AI_Andrew · 2026-10-26
- FLUX.3 Klein step-distilled to 4-8 steps with CFG baked in — Fit-Structure-6489 · 2026-10-26
- Full animation short made with Google Gemini tools, 10,564 frames — AI_Andrew · 2026-10-26
- ostris pre-training "Primal VAE": 1-channel latents match modern 8x VAEs via patching — ostrisai · 2026-10-26