Med-Art combines VLM-generated captions, LoRA fine-tuning of PixArt-alpha, and a pixel-space color-statistics loss to generate realistic 2D medical images from limited data.
In: International Conference on Medical Image Computing and Computer- Assisted Intervention
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Med-Art: Diffusion Transformer for 2D Medical Text-to-Image Generation
Med-Art combines VLM-generated captions, LoRA fine-tuning of PixArt-alpha, and a pixel-space color-statistics loss to generate realistic 2D medical images from limited data.