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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
Distillation-based fabric anomaly detection
Textile research journal (JTR), 2023
Simon Thomine
H. Snoussi
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AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance
João P C Bertoldo
Dick Ameln
Ashwin Vaidya
Samet Akccay
273
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03 Jan 2024
Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt
AAAI Conference on Artificial Intelligence (AAAI), 2024
Jiaqi Liu
Kai Wu
Qiang Nie
Ying Chen
Bin-Bin Gao
Yong-Jin Liu
Jinbao Wang
Chengjie Wang
Feng Zheng
CLL
234
41
0
02 Jan 2024
TAB: Text-Align Anomaly Backbone Model for Industrial Inspection Tasks
Ho-Weng Lee
Shang-Hong Lai
122
0
0
15 Dec 2023
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection
Jiangning Zhang
Xuhai Chen
Yabiao Wang
Chengjie Wang
Yong Liu
Xiangtai Li
Ming-Hsuan Yang
Dacheng Tao
274
44
0
12 Dec 2023
Multi-Class Anomaly Detection based on Regularized Discriminative Coupled hypersphere-based Feature Adaptation
Mehdi Rafiei
Alexandros Iosifidis
290
1
0
24 Nov 2023
CL-Flow:Strengthening the Normalizing Flows by Contrastive Learning for Better Anomaly Detection
Shunfeng Wang
Yueyang Li
Haichi Luo
Chenyang Bi
207
2
0
12 Nov 2023
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection
International Conference on Learning Representations (ICLR), 2023
Qihang Zhou
Guansong Pang
Yu Tian
Shibo He
Jiming Chen
VLM
728
287
0
29 Oct 2023
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics
European Conference on Computer Vision (ECCV), 2023
Shuai Yang
Zhifei Chen
Pengguang Chen
Xi Fang
Yixun Liang
Shu Liu
Ying-Cong Chen
318
22
0
26 Oct 2023
On Pixel-level Performance Assessment in Anomaly Detection
Mehdi Rafiei
T. Breckon
Alexandros Iosifidis
197
7
0
25 Oct 2023
PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection
Neural Information Processing Systems (NeurIPS), 2023
Qiang Zhou
Weize Li
Lihan Jiang
Guoliang Wang
Guyue Zhou
Shanghang Zhang
Hao Zhao
214
44
0
11 Oct 2023
Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection
Scientific Reports (Sci Rep), 2023
Peyman Nejat
Areej Alsaafin
Ghazal Alabtah
N. Comfere
Aaron Mangold
Dennis Murphree
P. Zot
Saba Yasir
Joaquin J. Garcia
H. R. Tizhoosh
176
4
0
04 Oct 2023
A Prototype-Based Neural Network for Image Anomaly Detection and Localization
Neural Processing Letters (NPL), 2023
Chao Huang
Zhao Kang
Hong Wu
221
6
0
04 Oct 2023
Subspace-Guided Feature Reconstruction for Unsupervised Anomaly Localization
Katsuya Hotta
Chao Zhang
Yoshihiro Hagihara
T. Akashi
219
5
0
25 Sep 2023
Ano-SuPs: Multi-size anomaly detection for manufactured products by identifying suspected patches
Hao Xu
Juan Du
Andi Wang
YingCong Chen
263
1
0
20 Sep 2023
REB: Reducing Biases in Representation for Industrial Anomaly Detection
Knowledge-Based Systems (KBS), 2023
Shuai Lyu
Dongmei Mo
W. Wong
315
27
0
24 Aug 2023
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval
IEEE Transactions on Image Processing (IEEE TIP), 2023
Hanxi Li
Jianfei Hu
Yue Liu
Hao Chen
Yongbin Zheng
Chunhua Shen
214
39
0
13 Aug 2023
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection
Pattern Recognition (Pattern Recogn.), 2023
Yujin Lee
Harin Lim
Seoyoon Jang
H. Yoon
228
12
0
24 Jul 2023
LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection
Haonan Yin
Guanlong Jiao
Qianhui Wu
Börje F. Karlsson
Biqing Huang
Chin-Yew Lin
DiffM
226
15
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16 Jul 2023
PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation
IEEE Robotics and Automation Letters (RA-L), 2023
Jian Zhang
Runwei Ding
Miaoju Ban
Linhui Dai
213
21
0
11 Jul 2023
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection
VISIGRAPP (VISIGRAPP), 2023
Simon Thomine
H. Snoussi
Mahmoud Soua
226
9
0
16 Jun 2023
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON
Haoping Bai
Shancong Mou
Tatiana Likhomanenko
R. G. Cinbis
Oncel Tuzel
Ping Huang
Jiulong Shan
Jianjun Shi
Mengsi Cao
VLM
235
36
0
13 Jun 2023
Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial Pairs
Catherine Ordun
Edward Raff
S. Purushotham
131
1
0
10 Jun 2023
Energy-Based Models for Cross-Modal Localization using Convolutional Transformers
IEEE International Conference on Robotics and Automation (ICRA), 2023
Alan Wu
Michael S. Ryoo
320
3
0
06 Jun 2023
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
393
4
0
06 Jun 2023
APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
Xuhai Chen
Yue Han
Jiangning Zhang
469
150
0
27 May 2023
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Jeeho Hyun
Sangyun Kim
Giyoung Jeon
Seung Hwan Kim
Kyunghoon Bae
Byungjin Kang
UQCV
371
72
0
26 May 2023
SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification
Minghui Yang
Jing Liu
Zhiwei Yang
Zhaoyang Wu
198
11
0
30 Apr 2023
What makes a good data augmentation for few-shot unsupervised image anomaly detection?
Lingrui Zhang
Shuheng Zhang
Guoyang Xie
Jiaqi Liu
Hua Yan
Jinbao Wang
Feng Zheng
Yaochu Jin
378
13
0
06 Apr 2023
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Jongheon Jeong
Yang Zou
Taewan Kim
Dongqing Zhang
Avinash Ravichandran
Onkar Dabeer
VLM
411
353
0
26 Mar 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Kilian Batzner
Lars Heckler
Rebecca König
310
257
0
25 Mar 2023
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow
Computer Vision and Pattern Recognition (CVPR), 2023
Jiarui Lei
Xiao-Xiang Hu
Yue Wang
Dong Liu
324
104
0
05 Mar 2023
RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection
International Conference on Learning Representations (ICLR), 2023
Shancong Mou
Xiaoyi Gu
Mengsi Cao
Haoping Bai
Ping Huang
Jiulong Shan
Jianjun Shi
190
13
0
24 Feb 2023
Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos
Yizhou Wang
Dongliang Guo
Sheng Li
Octavia Camps
Yun Fu
644
6
0
13 Feb 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2023
Guoyang Xie
Jinbao Wang
Jiaqi Liu
Jiayi Lyu
Wenshu Fan
Chengjie Wang
Feng Zheng
Yaochu Jin
VLM
344
107
0
31 Jan 2023
Deep Industrial Image Anomaly Detection: A Survey
Machine Intelligence Research (MIR), 2023
Jiaqi Liu
Guoyang Xie
Jingbao Wang
Shangwen Li
Chengjie Wang
Feng Zheng
Yaochu Jin
404
307
0
27 Jan 2023
Prototypical Residual Networks for Anomaly Detection and Localization
Computer Vision and Pattern Recognition (CVPR), 2022
H. Zhang
Zuxuan Wu
Liang Luo
Zhineng Chen
Yuwei Jiang
UQCV
AI4TS
249
99
0
05 Dec 2022
Unsupervised Visual Defect Detection with Score-Based Generative Model
Yapeng Teng
Haoyang Li
Fuzhen Cai
Mingli Shao
Siyu Xia
MedIm
DiffM
121
13
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29 Nov 2022
MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection
Tianpeng Bao
Jiadong Chen
Wei Li
Xiang Wang
Jingjing Fei
Liwei Wu
Rui Zhao
Ye Zheng
315
30
0
25 Nov 2022
PNI : Industrial Anomaly Detection using Position and Neighborhood Information
IEEE International Conference on Computer Vision (ICCV), 2022
Jaehyeok Bae
Jaehyeon Lee
Seyun Kim
249
100
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22 Nov 2022
U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold
Journal of Mathematical Imaging and Vision (JMIV), 2022
Matías Tailanián
Álvaro Pardo
Pablo Musé
308
32
0
22 Nov 2022
A Comprehensive Survey of Transformers for Computer Vision
Sonain Jamil
Md. Jalil Piran
Oh-Jin Kwon
ViT
135
85
0
11 Nov 2022
Masked Transformer for image Anomaly Localization
International Journal of Neural Systems (IJNS), 2022
Axel De Nardin
P. Mishra
G. Foresti
C. Piciarelli
ViT
MedIm
270
22
0
27 Oct 2022
AltUB: Alternating Training Method to Update Base Distribution of Normalizing Flow for Anomaly Detection
Yeongmin Kim
Huiwon Jang
Dongkeon Lee
Ho-Jin Choi
163
11
0
26 Oct 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Neelu Madan
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViT
MedIm
551
102
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25 Sep 2022
ADTR: Anomaly Detection Transformer with Feature Reconstruction
International Conference on Neural Information Processing (ICONIP), 2022
Zhiyuan You
Kai Yang
Tong Lu
Lei Cui
Yu Zheng
Xinyi Le
ViT
329
56
0
05 Sep 2022
SIAD: Self-supervised Image Anomaly Detection System
Jiawei Li
Chengxiao Luo
Xinyi Zhang
Bolin Jiang
Yuqiu Xie
Naiqi Li
Wenshu Fan
Yaowei Li
Enze Huo
Bin Chen
274
1
0
08 Aug 2022
HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
VISIGRAPP (VISIGRAPP), 2022
É. Mathian
H. Liu
L. Fernandez-Cuesta
Dimitris Samaras
M. Foll
L. Chen
ViT
273
13
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06 Aug 2022
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2022
Xian Tao
Xinyi Gong
X. Zhang
Shaohua Yan
Chandranath Adak
UQCV
241
205
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21 Jul 2022
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection
Junpu Wang
Guili Xu
Fuju Yan
Jinjin Wang
Zhengsheng Wang
ViT
MedIm
198
99
0
17 Jul 2022
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