MILE combines incremental LoRA experts with prototype-guided gating to support continual semantic segmentation across domains and modalities while adding only a small number of parameters per task.
arXiv:2507.19887 (2025)
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MILE: Mixture of Incremental LoRA Experts for Continual Semantic Segmentation across Domains and Modalities
MILE combines incremental LoRA experts with prototype-guided gating to support continual semantic segmentation across domains and modalities while adding only a small number of parameters per task.