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cs.CV2026
Regime-Aware Router Learning for Multi-Domain Medical Image Generation with Diffusion Experts
Yaoshuai Ma, Wei Yao, Yongxiang Liu +5
Heterogeneous medical image data motivate domain-specialized diffusion experts, but expert specialization alone does not determine how their predictions should be combined during s…
cs.CV2025
Encoding Structural Constraints into Segment Anything Models via Probabilistic Graphical Models
Yu Li, Da Chang, Xi Xiao
While the Segment Anything Model (SAM) has achieved remarkable success in image segmentation, its direct application to medical imaging remains hindered by fundamental challenges,…
cs.CV2024★ 1 cited
Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer
Da Chang, Yu Li
With the rapid development of OCR technology, mixed-scene text recognition has become a key technical challenge. Although deep learning models have achieved significant results in…