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Change detection in remote sensing can be revolutionized by a frequency autoregressive approach that captures intricate patterns through progressive generation.
Forget full fine-tuning: SpecMamba unlocks parameter-efficient few-shot hyperspectral target detection by decoupling semantic representation from agile spectral adaptation using a frequency-aware Mamba adapter.
