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cs.CV2026
Point Diffusion Mamba: Unified Diffusion-State-Space Modeling for Single-View 3D Reconstruction under Data Scarcity
Wei Zhou, Xinzhe Shi, Xingxing Hao +4
While single-view 3D reconstruction has seen significant progress, extrapolating complex 3D structures from inherently ambiguous 2D observations remains fundamentally ill-posed, pa…
cs.AI2026
A Conflict-aware Evidential Framework for Reliable Sleep Stage Classification
Yunzhi Tian, Dekui Wang, Qirong Bu +3
Multi-view learning has been widely applied for sleep stage classification using multi-modal data. However, existing methods typically assume that different modalities are well-ali…