Domain Adaptation

UniD-Shift: Towards Unified Semantic Segmentation via Interpretable Shared–Private Multimodal Decomposition

CVPR 2026 Findings · First author. UniD-Shift separates shared and modality-specific features for interpretable 2D–3D semantic segmentation and cross-domain generalization.