Robust Multispectral Semantic Segmentation under Missing or Full Modalities via Structured Latent Projection

ArXi:2604.15856v1 Announce Type: cross Multimodal remote sensing data provide complementary information for semantic segmentation, but in real-world deployments, some modalities may be unavailable due to sensor failures, acquisition issues, or challenging atmospheric conditions. Existing multimodal segmentation models typically address missing modalities by learning a shared representation across inputs. However, this approach can