A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial
Anomaly Detection and Localization

A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization

12 July 2024

Papers citing "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization"

15 / 15 papers shown

Title
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering Zhe Zhang Mingxiu Cai H. Wang Gaochang Wu Tianyou Chai Xiatian Zhu 29 0 0 02 May 2025
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections Alireza Salehi Mohammadreza Salehi Reshad Hosseini Cees G. M. Snoek Makoto Yamada Mohammad Sabokrou VLM 28 0 0 15 Apr 2025
Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly Detection Aimira Baitieva Yacine Bouaouni Alexandre Briot Dick Ameln Souhaiel Khalfaoui S. Akçay 39 0 0 30 Mar 2025
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point Travis Barrett Amit Kumar Mishra 43 1 0 09 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 89 0 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 58 1 0 27 Feb 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 41 1 0 23 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 39 1 0 25 Jan 2025
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection Qiyu Chen Huiyuan Luo Han Gao Chengkan Lv Zhengtao Zhang 32 4 0 23 Dec 2024
Friend or Foe? Harnessing Controllable Overfitting for Anomaly Detection Long Qian Bingke Zhu Yingying Chen Ming Tang J. T. Wang 78 2 0 30 Nov 2024
VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection Huilin Deng Hongchen Luo Wei Zhai Yang Cao Yu Kang 35 1 0 30 Sep 2024
SimpleNet: A Simple Network for Image Anomaly Detection and Localization Zhikang Liu Yiming Zhou Yuansheng Xu Zilei Wang 68 222 0 27 Mar 2023
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 101 440 0 26 Jan 2022
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Hannah M. Schlüter Jeremy Tan Benjamin Hou Bernhard Kainz 118 125 0 30 Sep 2021