CBC-SLP structures latent representations into shared and modality-specific components with adaptive transfer to the decoder, outperforming prior multimodal segmentation models under both full and missing modality conditions while recovering complementary information.
Robust multimodal learning with missing modalities via parameter-efficient adaptation
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Robust Multispectral Semantic Segmentation under Missing or Full Modalities via Structured Latent Projection
CBC-SLP structures latent representations into shared and modality-specific components with adaptive transfer to the decoder, outperforming prior multimodal segmentation models under both full and missing modality conditions while recovering complementary information.