A training-free intervention that broadcasts the densest vision-sink attention head's map to all heads in shallow layers lowers hallucination rates on CHAIR across several LVLMs.
Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks
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Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs
A training-free intervention that broadcasts the densest vision-sink attention head's map to all heads in shallow layers lowers hallucination rates on CHAIR across several LVLMs.