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2104.10036
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VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization
International Symposium on Industrial Electronics (ISIE), 2021
20 April 2021
P. Mishra
Riccardo Verk
Daniele Fornasier
C. Piciarelli
G. Foresti
ViT
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Papers citing
"VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization"
50 / 163 papers shown
PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt Mixtures
IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025
Yuheng Shao
Lizhang Wang
Changhao Li
Peixian Chen
Qinyuan Liu
VLM
138
0
0
22 Nov 2025
ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
Xincheng Yao
Yan Luo
Zefeng Qian
Chongyang Zhang
397
1
0
07 Nov 2025
Real-IAD Variety: Pushing Industrial Anomaly Detection Dataset to a Modern Era
Wenbing Zhu
Chengjie Wang
Bin-Bin Gao
Jiangning Zhang
Guannan Jiang
...
Linjie Cheng
Yurui Pan
Bo Peng
M. Chi
Lizhuang Ma
145
0
0
01 Nov 2025
CAVE: Detecting and Explaining Commonsense Anomalies in Visual Environments
Rishika Bhagwatkar
Syrielle Montariol
Angelika Romanou
Beatriz Borges
Irina Rish
Antoine Bosselut
LRM
105
0
0
29 Oct 2025
TokenCLIP: Token-wise Prompt Learning for Zero-shot Anomaly Detection
Qihang Zhou
Binbin Gao
Guansong Pang
Xin Wang
Jiming Chen
Shibo He
VLM
166
0
0
24 Oct 2025
One Dinomaly2 Detect Them All: A Unified Framework for Full-Spectrum Unsupervised Anomaly Detection
Jia Guo
Shuai Lu
Lei Fan
Zelin Li
Donglin Di
...
Wenbing Zhu
Hong Yan
Fang Chen
Huiqi Li
H. Liao
264
2
0
20 Oct 2025
Towards Label-Free Brain Tumor Segmentation: Unsupervised Learning with Multimodal MRI
Gerard Comas-Quiles
Carles Garcia-Cabrera
J. Dietlmeier
Noel E. O'Connor
F. Marqués
MedIm
88
0
0
17 Oct 2025
ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection
Qunyi Zhang
Songan Zhang
Jinbao Wang
Xiaoning Lei
Guoyang Xie
Guannan Jiang
Zhichao Lu
160
0
0
09 Oct 2025
Segment-Factorized Full-Song Generation on Symbolic Piano Music
Ping-Yi Chen
Chih-Pin Tan
Yi-Hsuan Yang
107
1
0
07 Oct 2025
Normal-Abnormal Guided Generalist Anomaly Detection
Yuexin Wang
Xiaolei Wang
Yizheng Gong
Jimin Xiao
229
0
0
01 Oct 2025
PatchEAD: Unifying Industrial Visual Prompting Frameworks for Patch-Exclusive Anomaly Detection
Po-Han Huang
Jeng-Lin Li
Po-Hsuan Huang
Ming-Ching Chang
Wei-Chao Chen
VLM
111
0
0
30 Sep 2025
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning
Xincheng Yao
Chao Shi
Muming Zhao
Guangtao Zhai
Chongyang Zhang
OODD
176
1
0
28 Sep 2025
FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis
X. Xu
Yanshu Wang
Jinbao Wang
Xiaoning Lei
Guoyang Xie
Guannan Jiang
Zhichao Lu
294
0
0
24 Sep 2025
STAGE: Segmentation-oriented Industrial Anomaly Synthesis via Graded Diffusion with Explicit Mask Alignment
Xichen Xu
Yanshu Wang
Jinbao Wang
Qunyi Zhang
Xiaoning Lei
Guoyang Xie
Guannan Jiang
Zhichao Lu
DiffM
135
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08 Sep 2025
Surface Defect Detection with Gabor Filter Using Reconstruction-Based Blurring U-Net-ViT
Jongwook Si
Sungyoung Kim
85
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31 Aug 2025
A Contrastive Learning-Guided Confident Meta-learning for Zero Shot Anomaly Detection
Muhammad Aqeel
Danijel Skocaj
Marco Cristani
Francesco Setti
139
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25 Aug 2025
A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment
Ghazal Alinezhad Noghre
Armin Danesh Pazho
Hamed Tabkhi
176
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0
19 Aug 2025
DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup
Zhen Qu
Xian Tao
Xinyi Gong
Shichen Qu
X. Zhang
Xingang Wang
Fei Shen
Zhengtao Zhang
Mukesh Prasad
Guiguang Ding
187
2
0
19 Aug 2025
IADGPT: Unified LVLM for Few-Shot Industrial Anomaly Detection, Localization, and Reasoning via In-Context Learning
Mengyang Zhao
Teng Fu
Haiyang Yu
Ke Niu
Bin Li
126
1
0
14 Aug 2025
ACD-CLIP: Decoupling Representation and Dynamic Fusion for Zero-Shot Anomaly Detection
Ke Ma
Jun Long
Hongxiao Fei
Liujie Hua
Yiran Qian
Zhen Dai
VLM
288
0
0
11 Aug 2025
Quality-Aware Language-Conditioned Local Auto-Regressive Anomaly Synthesis and Detection
Long Qian
Bingke Zhu
Yingying Chen
Ming Tang
Jinqiao Wang
134
0
0
05 Aug 2025
CoPS: Conditional Prompt Synthesis for Zero-Shot Anomaly Detection
Qiyu Chen
Zhen Qu
Wei Luo
Haiming Yao
Yunkang Cao
Yuxin Jiang
Yinan Duan
Huiyuan Luo
Chengkan Lv
Zhengtao Zhang
VLM
90
1
0
05 Aug 2025
Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions
Jaehyuk Heo
Pilsung Kang
VLM
154
1
0
04 Aug 2025
Zero-Shot Anomaly Detection with Dual-Branch Prompt Selection
Zihan Wang
Samira Ebrahimi Kahou
Narges Armanfard
VLM
274
0
0
01 Aug 2025
Foundation Models and Transformers for Anomaly Detection: A Survey
Information Fusion (Inf. Fusion), 2025
Mouin Ben Ammar
Arturo Mendoza
Nacim Belkhir
Antoine Manzanera
Gianni Franchi
203
5
0
21 Jul 2025
An aerial color image anomaly dataset for search missions in complex forested terrain
Rakesh John Amala Arokia Nathan
Matthias Gessner
Nurullah Özkan
Marius Bock
Mohamed Youssef
Maximilian Mews
Björn Piltz
Ralf Berger
Oliver Bimber
162
0
0
21 Jul 2025
Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments
Xuan Tong
Jieji Ren
Yang Chang
Qiaojun Yu
Xuan Tong
Boyang Wang
Yan Song
You Li
Xinji Mai
Wenqiang Zhang
152
0
0
19 Jun 2025
Anomaly Detection and Generation with Diffusion Models: A Survey
Zehua Wang
Jing Liu
Chengfang Li
Rui Xi
W. Li
Liang Cao
Jin Wang
L. Yang
Junsong Yuan
Wei Zhou
DiffM
MedIm
246
6
0
11 Jun 2025
HomographyAD: Deep Anomaly Detection Using Self Homography Learning
Jongyub Seok
Chanjin Kang
155
0
0
10 Jun 2025
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
Computer Vision and Pattern Recognition (CVPR), 2025
Mojtaba Nafez
Amirhossein Koochakian
Arad Maleki
Jafar Habibi
M. Rohban
AAML
299
2
0
10 Jun 2025
Harnessing Vision-Language Models for Time Series Anomaly Detection
Zelin He
Sarah Alnegheimish
Matthew Reimherr
AI4TS
VLM
131
3
0
07 Jun 2025
Domain Adaptation of Attention Heads for Zero-shot Anomaly Detection
Kiyoon Jeong
Jaehyuk Heo
Junyeong Son
Pilsung Kang
VLM
187
0
0
28 May 2025
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training
APSIPA Transactions on Signal and Information Processing (TASIP), 2025
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
262
3
0
25 May 2025
ViP
2
^2
2
-CLIP: Visual-Perception Prompting with Unified Alignment for Zero-Shot Anomaly Detection
Ziteng Yang
Jingzehua Xu
Yanshu Li
Zepeng Li
Yeqiang Wang
Xinghui Li
VLM
287
0
0
23 May 2025
Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark
Yunkang Cao
Yuqi Cheng
Xiaohao Xu
Yiheng Zhang
Yihan Sun
Yuxiang Tan
Yuxin Zhang
Xiaonan Huang
Nong Sang
235
2
0
16 May 2025
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection
Bin-Bin Gao
Yue Zhou
Jiangtao Yan
Y. Cai
Weinan Zhang
Meng Wang
Jun Liu
Wenshu Fan
Lei Wang
Chengjie Wang
VLM
301
9
0
15 May 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt
European Conference on Computer Vision (ECCV), 2025
Bin-Bin Gao
288
16
0
14 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
Bin-Bin Gao
VLM
359
0
0
14 May 2025
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
Zhe Zhang
Mingxiu Cai
Jian Shu
Gaochang Wu
Tianyou Chai
Xiatian Zhu
633
2
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02 May 2025
GenCLIP: Generalizing CLIP Prompts for Zero-shot Anomaly Detection
Donghyeong Kim
Chaewon Park
Suhwan Cho
Hyeonjeong Lim
Minseok Kang
Jungho Lee
Sangyoun Lee
VLM
324
2
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21 Apr 2025
Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt Generation
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025
SoYoung Park
Hyewon Lee
M. Choi
Seunghoon Han
Jong-Ryul Lee
Sungsu Lim
Tae-Ho Kim
VLM
270
0
0
18 Apr 2025
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection
Long Qian
Bingke Zhu
Yingying Chen
Ming Tang
Jinqiao Wang
336
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0
17 Apr 2025
HSS-IAD: A Heterogeneous Same-Sort Industrial Anomaly Detection Dataset
Qishan Wang
Shuyong Gao
J. Hu
Xuan Tong
Xuan Tong
You Li
Wenqiang Zhang
252
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17 Apr 2025
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection
Alireza Salehi
Mohammadreza Salehi
Reshad Hosseini
Cees G. M. Snoek
Makoto Yamada
Mohammad Sabokrou
VLM
314
2
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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
232
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0
30 Mar 2025
Omni-AD: Learning to Reconstruct Global and Local Features for Multi-class Anomaly Detection
Jiajie Quan
Ao Tong
Rui Yu
Xinwei He
Yanjie Wang
Yang Zhou
349
1
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27 Mar 2025
Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Zhen Qu
Xian Tao
Xinyi Gong
Shichen Qu
Qiyu Chen
Zhengtao Zhang
Xingang Wang
Guiguang Ding
VLM
508
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13 Mar 2025
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP
Computer Vision and Pattern Recognition (CVPR), 2025
Wenxin Ma
Xu Zhang
Qingsong Yao
Fenghe Tang
Chenxu Wu
Yongbin Li
Rui Yan
Zihang Jiang
S. Kevin Zhou
VLM
310
33
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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
1.1K
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06 Mar 2025
Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
F.S. Pezzicoli
V. Ros
F.P. Landes
M. Baity-Jesi
368
2
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20 Jan 2025
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