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Learning Global-Local Correspondence with Semantic Bottleneck for
  Logical Anomaly Detection
v1v2 (latest)

Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection

10 March 2023
Haiming Yao
Wenyong Yu
Wei Luo
Zhenfeng Qiang
Donghao Luo
Xiaotian Zhang
ArXiv (abs)PDFHTML

Papers citing "Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"

14 / 14 papers shown
IEC3D-AD: A 3D Dataset of Industrial Equipment Components for Unsupervised Point Cloud Anomaly Detection
IEC3D-AD: A 3D Dataset of Industrial Equipment Components for Unsupervised Point Cloud Anomaly Detection
Bingyang Guo
Hongjie Li
Ruiyun Yu
Hanzhe Liang
Jinbao Wang
3DPC
203
0
0
05 Nov 2025
MCL-AD: Multimodal Collaboration Learning for Zero-Shot 3D Anomaly Detection
MCL-AD: Multimodal Collaboration Learning for Zero-Shot 3D Anomaly Detection
Gang Li
Tianjiao Chen
Mingle Zhou
Min Li
Delong Han
Jin Wan
108
0
0
12 Sep 2025
Foundation Models and Transformers for Anomaly Detection: A Survey
Foundation Models and Transformers for Anomaly Detection: A SurveyInformation Fusion (Inf. Fusion), 2025
Mouin Ben Ammar
Arturo Mendoza
Nacim Belkhir
Antoine Manzanera
Gianni Franchi
203
5
0
21 Jul 2025
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly DetectionKnowledge-Based Systems (KBS), 2024
Yun Peng
Xiao Lin
Nachuan Ma
Jiayuan Du
Chuangwei Liu
Chengju Liu
Qi Chen
596
22
0
17 Feb 2025
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly
  Detection
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection
Qiyu Chen
Huiyuan Luo
Han Gao
Chengkan Lv
Zhengtao Zhang
308
21
0
23 Dec 2024
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual
  Autoregressive Modeling
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive ModelingIEEE Transactions on Industrial Informatics (IEEE TII), 2024
Yunkang Cao
Haiming Yao
Wei Luo
Nong Sang
328
17
0
23 Dec 2024
LADMIM: Logical Anomaly Detection with Masked Image Modeling in Discrete
  Latent Space
LADMIM: Logical Anomaly Detection with Masked Image Modeling in Discrete Latent Space
Shunsuke Sakai
Tatushito Hasegawa
Makoto Koshino
185
1
0
14 Oct 2024
Separating Novel Features for Logical Anomaly Detection: A
  Straightforward yet Effective Approach
Separating Novel Features for Logical Anomaly Detection: A Straightforward yet Effective Approach
Kangil Lee
Geonuk Kim
237
0
0
25 Jul 2024
Prior Normality Prompt Transformer for Multi-class Industrial Image
  Anomaly Detection
Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection
Haiming Yao
Yunkang Cao
Wei Luo
Weihang Zhang
Wenyong Yu
Nong Sang
277
26
0
17 Jun 2024
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection
LogiCode: an LLM-Driven Framework for Logical Anomaly DetectionIEEE Transactions on Automation Science and Engineering (T-ASE), 2024
Yiheng Zhang
Yunkang Cao
Xiaohao Xu
Nong Sang
240
30
0
07 Jun 2024
IPAD: Industrial Process Anomaly Detection Dataset
IPAD: Industrial Process Anomaly Detection Dataset
Jinfan Liu
Manwen Liao
Junjie Li
Weiming Zhao
Pengzhi Chu
Xingdong Sheng
Yunhui Liu
Yunbo Wang
247
2
0
23 Apr 2024
A Novel Approach to Industrial Defect Generation through Blended Latent
  Diffusion Model with Online Adaptation
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
253
11
0
29 Feb 2024
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect
Yunkang Cao
Xiaohao Xu
Jiangning Zhang
Yuqi Cheng
Xiaonan Huang
Guansong Pang
Nong Sang
252
66
0
29 Jan 2024
Industrial Anomaly Detection and Localization Using Weakly-Supervised
  Residual Transformers
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers
Hanxi Li
Jing Wu
Lin Yuanbo Wu
Hao Chen
Deyin Liu
Mingwen Wang
Peng Wang
ViT
395
4
0
06 Jun 2023
1