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Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding
However, we discover that a few attention heads in frozen LVLMs demonstrate strong visual grounding capabilities.
See What You Are Told: Visual Attention Sink in Large Multimodal Models
Large multimodal models (LMMs) "see" images by leveraging the attention mechanism between text and visual tokens in the transformer decoder.
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