AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

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AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

10 December 2023

Teng Hu

Jiangning Zhang

Yabiao Wang

Chengjie Wang

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Papers citing "AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model"

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Title
Anomaly Object Segmentation with Vision-Language Models for Steel Scrap Recycling Daichi Tanaka Takumi Karasawa Shu Takenouchi Rei Kawakami 27 0 0 16 Jun 2025
CLIP Meets Diffusion: A Synergistic Approach to Anomaly Detection Byeongchan Lee John Won Seunghyun Lee Jinwoo Shin 37 0 0 13 Jun 2025
3D-PNAS: 3D Industrial Surface Anomaly Synthesis with Perlin Noise Yifeng Cheng Juan Du 105 1 0 17 Apr 2025
DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song Daemin Park Kanghyun Baek Sangyub Lee Jooyoung Choi Eunji Kim Sungroh Yoon 217 0 0 18 Mar 2025
ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects Paul J. Krassnig Dieter P. Gruber 473 1 0 06 Mar 2025
One-for-More: Continual Diffusion Model for Anomaly Detection Xiaofan Li Xin Tan Zhuo Chen Zhizhong Zhang Ruixin Zhang ... Guanna Jiang Yulong Chen Yanyun Qu Lizhuang Ma Yuan Xie DiffM 148 2 0 27 Feb 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan Jiajian Li Zhi Wang Ke Zhang AI4CE 169 3 0 26 Feb 2025
A Survey on Industrial Anomalies Synthesis Xichen Xu Yanshu Wang Yawen Huang Jiaqi Liu Xiaoning Lei Guoyang Xie Guannan Jiang Zhichao Lu 146 2 0 23 Feb 2025
Component-aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection Xuan Tong Yang Chang Qing Zhao Jiawen Yu Boyang Wang ... Xinji Mai Haoran Wang Zeng Tao Yan Wang Wenqiang Zhang 128 1 0 17 Feb 2025
"Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection Siqi Wang Yuanze Hu Xinwang Liu Siwei Wang G. Wang Chuanfu Xu Jie Liu Ping Chen DiffM 116 1 0 25 Jan 2025
A Survey on Diffusion Models for Anomaly Detection Qingbin Liu Zhenchao Ma Zepu Wang Yang Liu Zehua Wang Peng Sun Liang Song Bo Hu Azzedine Boukerche Victor C.M. Leung DiffM MedIm 181 5 0 20 Jan 2025
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection Jianan Ye Weiguang Zhao Xi Yang Guangliang Cheng K. Huang 3DPC 166 6 0 17 Dec 2024
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning Zhewei Dai Shilei Zeng Haotian Liu Xurui Li Feng Xue Yu Zhou DiffM 81 3 0 19 Oct 2024
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark Jiang-She Zhang Chengjie Wang Xiangtai Li Guanzhong Tian Zhucun Xue Yong Liu Guansong Pang Dacheng Tao 109 6 0 16 Apr 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 172 45 0 09 Apr 2024