2026
SCOPED: Score–Curvature Out-of-distribution Proximity Evaluator for Diffusion
ICLR 2026poster
Out-of-distribution (OOD) detection is essential for reliable deployment of machine learning systems in vision, robotics, and reinforcement learning. We introduce Score–Curvature Out-of-distribution Proximity Evaluator for Diffusion (SCOPED), a fast and general-purpose OOD detection method for diffu…