EasyLens introduces a plug-and-play amplifier that uses pathology-anatomy prototypes and morphology-guided residual enhancement to boost subtle-lesion cues in frozen medical VLMs.
Photon: Speedup volume understanding with efficient multimodal large language models.arXiv preprint arXiv:2603.25155, 2026
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EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
EasyLens introduces a plug-and-play amplifier that uses pathology-anatomy prototypes and morphology-guided residual enhancement to boost subtle-lesion cues in frozen medical VLMs.