Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation

4 March 2023

Papers citing "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation"

28 / 28 papers shown

Title
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation Guan Gui Bin-Bin Gao J. Liu Chengjie Wang Y. Wu DiffM 16 0 0 14 May 2025
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection Yuqi Cheng Yunkang Cao Dongfang Wang Weiming Shen Wenlong Li 27 1 0 12 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 31 0 0 09 May 2025
CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection Haoyu Bai Jie Wang Gaomin Li X. Li Xiaohu Zhang Xia Yang 27 0 0 06 May 2025
AnomalyHybrid: A Domain-agnostic Generative Framework for General Anomaly Detection Ying Zhao 16 0 0 06 Apr 2025
Bi-Grid Reconstruction for Image Anomaly Detection Huichuan Huang Zhiqing Zhong Guangyu Wei Yonghao Wan Wenlong Sun Aimin Feng 48 0 0 01 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 54 0 0 18 Mar 2025
AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis Zhangyu Lai Yilin Lu Xinyang Li Jianghang Lin Yansong Qu Liujuan Cao Ming Li Rongrong Ji DiffM 107 0 0 10 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 104 0 0 06 Mar 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan J. Li Zhi Wang Ke Zhang AI4CE 76 2 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 50 1 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 66 1 0 17 Feb 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective Kaifang Long Guoyang Xie Lianbo Ma Jiaqi Liu Zhichao Lu 31 2 0 23 Dec 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan Y. Hong Bo Zhang Jun Lan Huijia Zhu Weiqiang Wang Jianfu Zhang Li Niu L. Zhang DiffM 44 0 0 07 Nov 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 29 1 0 19 Oct 2024
Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection Tianwu Lei Silin Chen Bohan Wang Zhengkai Jiang Ningmu Zou OOD 37 1 0 09 Sep 2024
AnomalyFactory: Regard Anomaly Generation as Unsupervised Anomaly Localization Ying Zhao 35 1 0 18 Aug 2024
Few-shot Defect Image Generation based on Consistency Modeling Qingfeng Shi Jing Wei Fei Shen Zheng Zhang 32 2 0 01 Aug 2024
Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition Yichun Tai Kun Yang Tao Peng Zhenzhen Huang Zhijiang Zhang 26 4 0 03 May 2024
AnomalyXFusion: Multi-modal Anomaly Synthesis with Diffusion Jie Hu Yawen Huang Yilin Lu Guoyang Xie Guannan Jiang Yefeng Zheng Zhichao Lu DiffM 33 8 0 30 Apr 2024
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection Ximiao Zhang Min Xu Xiuzhuang Zhou 30 45 0 09 Mar 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation Hanxi Li Zhengxun Zhang Hao Chen Lin Wu Bo Li Deyin Liu Mingwen Wang 38 2 0 29 Feb 2024
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect Yunkang Cao Xiaohao Xu Jiangning Zhang Yuqi Cheng Xiaonan Huang Guansong Pang Weiming Shen 81 41 0 29 Jan 2024
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model Teng Hu Jiangning Zhang Ran Yi Yuzhen Du Xu Chen Liang Liu Yabiao Wang Chengjie Wang 77 66 0 10 Dec 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 46 11 0 11 May 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing Guoyang Xie Jinbao Wang Jiaqi Liu Jiayi Lyu Y. Liu Chengjie Wang Feng Zheng Yaochu Jin VLM 25 65 0 31 Jan 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018