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Author

Shaobo Liu

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Preprint Aug 2026

CrossMambaTuning: Synergistic Spatial and Cross-Layer Adaptation for Machine Vision Compression

This work designs an efficient Mamba adapter equipped with task-specific prompts and multi-scale branching to precisely capture both local features and global dependencies and introduces a Scale-Invariant Cross-Layer Adapter (SICA) utilizing a parameter-sharing strategy to fuse task information across different scales...

Hao-Bo Xiong, Shao-Bo Liu, Kai Liu et al. · 0 citations

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