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20202025
most citedEnergy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach

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cs.CR2022

Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers

Sangwoong Yoon, Jinwon Choi, Yonghyeon Lee +2

A reliable evaluation method is essential for building a robust out-of-distribution (OOD) detector. Current robustness evaluation protocols for OOD detectors rely on injecting pert…