Links MLLM hallucinations to attention distraction and introduces AFIP to correct it via cross-head enrichment and dynamic historical attention without retraining.
Medgpt: Medical concept prediction from clinical narratives.arXiv preprint arXiv:2107.03134,
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Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory
Links MLLM hallucinations to attention distraction and introduces AFIP to correct it via cross-head enrichment and dynamic historical attention without retraining.