Title
ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining Xincheng Yao Yan Luo Zefeng Qian Chongyang Zhang 303 1 0 07 Nov 2025
ShortcutBreaker: Low-Rank Noisy Bottleneck with Global Perturbation Attention for Multi-Class Unsupervised Anomaly Detection Peng Tang Xiaoxiao Yan Xiaobin Hu Yuning Cui Donghao Luo ... Jinlong Peng Qingdong He Feiyue Huang Song Xue Tobias Lasser 56 0 0 21 Oct 2025
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning Xincheng Yao Chao Shi Muming Zhao Guangtao Zhai Chongyang Zhang OODD 128 1 0 28 Sep 2025
A Contrastive Learning-Guided Confident Meta-learning for Zero Shot Anomaly Detection Muhammad Aqeel Danijel Skocaj Marco Cristani Francesco Setti 94 0 0 25 Aug 2025
Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions Jaehyuk Heo Pilsung Kang VLM 120 1 0 04 Aug 2025
Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts Chiao-An Yang Kuan-Chuan Peng Raymond A. Yeh 113 0 0 22 Jul 2025
ReplayCAD: Generative Diffusion Replay for Continual Anomaly DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Lei Hu Zhiyong Gan Ling Deng Jinglin Liang Lingyu Liang Shuangping Huang Tianshui Chen DiffM 238 2 0 10 May 2025
Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Wenbing Zhu Lidong Wang Ziqing Zhou Chengjie Wang Yurui Pan ... Yulong Chen Shuguang Qian M. Chi Bo Peng Lizhuang Ma 208 4 0 19 Apr 2025
Omni-AD: Learning to Reconstruct Global and Local Features for Multi-class Anomaly Detection Jiajie Quan Ao Tong Rui Yu Xinwei He Yanjie Wang Yang Zhou 307 1 0 27 Mar 2025
Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Fuyun Wang Tong Zhang Yuanzhi Wang Yide Qiu Xin Liu Xu Guo Zhen Cui DiffM 223 4 0 28 Feb 2025
One-for-More: Continual Diffusion Model for Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Xiaofan Li Xin Tan Zhuo Chen Zhizhong Zhang Ruixin Zhang ... Guanna Jiang Yulong Chen Yanyun Qu Lizhuang Ma Yuan Xie DiffM 554 8 0 27 Feb 2025
Not All Regions Are Equal: Attention-Guided Perturbation Network for Industrial Anomaly Detection Tingfeng Huang Yuxuan Cheng Yuxuan Cheng Jingbo Xia Rui Yu Jinhai Xiang Xinwei He AAML 373 0 0 14 Aug 2024