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cs.CV2025
LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation
Ngoc Huynh Trinh, Hoang Anh Nguyen Kim, Hai Toan Nguyen +1
Generative models have achieved remarkable progress with the emergence of flow matching (FM). It has demonstrated strong generative capabilities and attracted significant attention…
cs.CV2025
Diffusion Model in Latent Space for Medical Image Segmentation Task
Ngoc Huynh Trinh, Hai Toan Nguyen, Son Ba Luong +1
Medical image segmentation is crucial for clinical diagnosis and treatment planning. Traditional methods typically produce a single segmentation mask, failing to capture inherent u…