A causal route gating intervention decomposes attention heads and suppresses text-dominant routes using one-forward/one-gradient estimates to reduce unsupported content generation in LVLMs.
URL https://ojs.aaai.org/index.php/AAAI/ article/view/40918
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Mitigating Hallucinations in Large Vision-Language Models via Causal Route Gating
A causal route gating intervention decomposes attention heads and suppresses text-dominant routes using one-forward/one-gradient estimates to reduce unsupported content generation in LVLMs.