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Author

Taohong Zhang

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Sep 2026

SRWKV: A Shape-Guided RWKV With Adaptive Receptive Fields for Efficient Medical Image Segmentation.

SRWKV is proposed, a shape-guided RWKV (SGR) model for parameter-efficient MedISeg that introduces an SGR block that uses a shape prior predicted from the deepest encoder feature to guide token traversal during decoding, reducing foreground-background interleaving and improving structural coherence during sequence form...

Chun-Li Yu, Yin-Hao Li, Zheng Zhao et al. · 0 citations

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