Applies PEFT to Florence-2 for GI endoscopy VQA and LoRA-adapted Stable Diffusion 2.1 for synthetic image generation, reporting ROUGE/BLEU gains and image quality metrics on Kvasir-VQA.
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Parameter-Efficient VLMs for Gastrointestinal Endoscopy: Medical Image Generation and Clinical Visual Question Answering
Applies PEFT to Florence-2 for GI endoscopy VQA and LoRA-adapted Stable Diffusion 2.1 for synthetic image generation, reporting ROUGE/BLEU gains and image quality metrics on Kvasir-VQA.