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Jul 2026

CrossMamba: Transformer-Mamba fusion for document shadow removal

This work proposes CrossMamba, a hybrid Transformer–Mamba network with Laplacian pyramid decomposition with Bayesian guided color tokenization, and designs a pyramid-level reconstruction consistency loss to jointly optimize the physical consistency of high-frequency text details and low-frequency background colors.

Hong-Zhi Liu, Yuan-Zhen Li, Le-Ran Ye et al. · 0 citations

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