AnySeg trains a segmentor to handle arbitrary combinations of visual modalities through unimodal and cross-modal distillation, improving mean mIoU by +6.37% on MUSES and +6.15% on DELIVER over prior state-of-the-art.
Fourier prompt tuning for modality-incomplete scene segmentation,
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Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation
AnySeg trains a segmentor to handle arbitrary combinations of visual modalities through unimodal and cross-modal distillation, improving mean mIoU by +6.37% on MUSES and +6.15% on DELIVER over prior state-of-the-art.