DSINet uses a selective spatial state unit (S3U) from Mamba and concentration-balanced distillation (CBD) to keep spatial change representations stable across incremental domains while preserving linear efficiency.
IEEE Transactions on Geoscience and Remote Sensing63, 1–12 (2025)
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Dual-Selective Network for Domain-Incremental Change Detection
DSINet uses a selective spatial state unit (S3U) from Mamba and concentration-balanced distillation (CBD) to keep spatial change representations stable across incremental domains while preserving linear efficiency.