Continual-MEGA: A Large-scale Benchmark for Generalizable Continual Anomaly Detection. - Geonu Lee; Yujeong Oh; Geonhui Jang; Soyoung Lee; Jeonghyo Song; Sungmin Cha; Young Joon Yoo (CoRR, 2025)

CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning. - Jeonghyo Song; Kimin Yun; DaeUng Jo; Jinyoung Kim; Youngjoon Yoo (CoRR, 2025)

Distributional Uncertainty for Out-of-Distribution Detection. - JinYoung Kim; DaeUng Jo; Kimin Yun; Jeonghyo Song; Youngjoon Yoo (CoRR, 2025)