EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies

25 March 2023

Papers citing "EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies"

50 / 73 papers shown

Title
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection Hanzhe Liang Aoran Wang Jie Zhou Xin Jin C. Gao Jinbao Wang 18 0 0 09 May 2025
Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models Sassan Mokhtar Arian Mousakhan Silvio Galesso Jawad Tayyub Thomas Brox 25 0 0 05 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
Reconstruction-Free Anomaly Detection with Diffusion Models via Direct Latent Likelihood Evaluation Shunsuke Sakai Tatsuhito Hasegawa 26 0 0 08 Apr 2025
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language Models Afshin Khadangi Amir Sartipi Igor Tchappi Ramin Bahmani 33 0 0 04 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
The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly Detection Lars Heckler-Kram Jan-Hendrik Neudeck Ulla Scheler Rebecca König Carsten Steger 44 0 0 27 Mar 2025
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions Yejin Kwon Daeun Moon Youngje Oh Hyunsoo Yoon 71 0 0 26 Mar 2025
Risk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants Yorick Estievenart Sukanya Patra Souhaib Ben Taieb 48 0 0 24 Mar 2025
Towards Training-free Anomaly Detection with Vision and Language Foundation Models Jinjin Zhang Guodong Wang Yizhou Jin Di Huang 42 1 0 24 Mar 2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection Chunlei Li Yilei Shi Jingliang Hu Xiao Xiang Zhu Lichao Mou MedIm 50 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 77 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
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection Yun Peng Xiao Lin Nachuan Ma Jiayuan Du Chuangwei Liu Chengju Liu Qi Chen 37 3 0 17 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 64 1 0 17 Feb 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 55 0 0 03 Feb 2025
Killing it with Zero-Shot: Adversarially Robust Novelty Detection Hossein Mirzaei Mohammad Jafari Hamid Reza Dehbashi Zeinab Sadat Taghavi Mohammad Sabokrou M. Rohban 60 1 0 28 Jan 2025
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection Qiyu Chen Huiyuan Luo Han Gao Chengkan Lv Zhengtao Zhang 32 3 0 23 Dec 2024
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling Yunkang Cao Haiming Yao Wei Luo Weiming Shen 33 2 0 23 Dec 2024
GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection Jiyul Ham Yonggon Jung Jun-Geol Baek VLM 26 1 0 09 Nov 2024
SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications Daehwan Kim Hyungmin Kim Daun Jeong Sungho Suh Hansang Cho 27 0 0 05 Nov 2024
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties Xiayan Ji Anton Xue Eric Wong O. Sokolsky Insup Lee 34 1 0 31 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 28 0 0 18 Oct 2024
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection Sin Chee Chin X. Zhang Lee Yeong Khang Wenming Yang MedIm 16 0 0 15 Oct 2024
Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development Tianwu Lei Bohan Wang Silin Chen Shurong Cao Ningmu Zou 18 1 0 10 Sep 2024
Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection Tianwu Lei Silin Chen Bohan Wang Zhengkai Jiang Ningmu Zou OOD 21 1 0 09 Sep 2024
Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background Biyuan Liu Huaixin Chen Huiyao Zhan Sijie Luo Zhou Huang 19 1 0 01 Sep 2024
Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail Bianca Lamm Janis Keuper 44 2 0 28 Aug 2024
AnomalyFactory: Regard Anomaly Generation as Unsupervised Anomaly Localization Ying Zhao 24 1 0 18 Aug 2024
The Clever Hans Effect in Unsupervised Learning Jacob R. Kauffmann Jonas Dippel Lukas Ruff Wojciech Samek Klaus-Robert Müller G. Montavon SSL CML HAI 24 1 0 15 Aug 2024
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection Xinyue Liu Jianyuan Wang Biao Leng Shuo Zhang 18 6 0 07 Aug 2024
SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection Blaž Rolih Matic Fučka Danijel Skočaj 22 1 0 06 Aug 2024
Separating Novel Features for Logical Anomaly Detection: A Straightforward yet Effective Approach Kangil Lee Geonuk Kim 34 0 0 25 Jul 2024
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement Shichen Qu Xian Tao Zhen Qu Xinyi Gong Zhengtao Zhang Mukesh Prasad 21 0 0 25 Jul 2024
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features Luc P.J. Strater Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano 28 7 0 17 Jul 2024
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization Qiyu Chen Huiyuan Luo Chengkan Lv Zhengtao Zhang 18 15 0 12 Jul 2024
Looking for Tiny Defects via Forward-Backward Feature Transfer Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 27 0 0 04 Jul 2024
SOWA: Adapting Hierarchical Frozen Window Self-Attention to Visual-Language Models for Better Anomaly Detection Zongxiang Hu Zhaosheng Zhang VLM 16 1 0 04 Jul 2024
ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection Yun Liang Zhiguang Hu Junjie Huang Donglin Di Anyang Su Lei Fan 32 2 0 01 Jul 2024
Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images Sukanya Patra Nicolas Sournac Souhaib Ben Taieb 19 1 0 23 Jun 2024
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection Yiheng Zhang Yunkang Cao Xiaohao Xu Weiming Shen 29 14 0 07 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook Moshira Abdalla Sajid Javed Muaz Al Radi Anwaar Ulhaq N. Werghi 33 2 0 29 May 2024
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection Jia Guo Shuai Lu Weihang Zhang Huiqi Li Huiqi Li Hongen Liao ViT 59 7 0 23 May 2024
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection Feng Wang Chengming Liu Lei Shi Haibo Pang 27 1 0 16 May 2024
LogicAL: Towards logical anomaly synthesis for unsupervised anomaly localization Ying Zhao 21 6 0 11 May 2024
Supervised Anomaly Detection for Complex Industrial Images Aimira Baitieva David Hurych Victor Besnier Olivier Bernard 33 5 0 08 May 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection Xiaofan Li Zhizhong Zhang Xin Tan Chengwei Chen Yanyun Qu Yuan Xie Lizhuang Ma VLM 47 35 0 08 Apr 2024
Absolute-Unified Multi-Class Anomaly Detection via Class-Agnostic Distribution Alignment Jia Guo Haonan Han Shuai Lu Weihang Zhang Huiqi Li 22 0 0 31 Mar 2024
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning Nikola Bugarin Jovana Bugaric Manuel Barusco Davide Dalle Pezze Gian Antonio Susto 31 4 0 19 Mar 2024
Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation Mingyu Lee Jongwon Choi 24 8 0 10 Mar 2024