Student-Teacher Feature Pyramid Matching for Anomaly Detection

7 March 2021

Errui Ding

Papers citing "Student-Teacher Feature Pyramid Matching for Anomaly Detection"

43 / 93 papers shown

Title
Self-supervised Feature Adaptation for 3D Industrial Anomaly Detection Yuanpeng Tu Boshen Zhang Liang Liu Yuxi Li Xuhai Chen Jiangning Zhang Yabiao Wang Chengjie Wang C. Zhao 50 10 0 06 Jan 2024
Distillation-based fabric anomaly detection Simon Thomine H. Snoussi 16 9 0 04 Jan 2024
Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt Jiaqi Liu Kai Wu Qiang Nie Ying Chen Bin-Bin Gao Yong-Jin Liu Jinbao Wang Chengjie Wang Feng Zheng CLL 20 17 0 02 Jan 2024
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective João B. S. Carvalho Mengtao Zhang Robin Geyer C. Jiménez J. M. Buhmann 21 5 0 21 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 23 24 0 12 Dec 2023
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 19 10 0 07 Dec 2023
Multilevel Saliency-Guided Self-Supervised Learning for Image Anomaly Detection Jianjian Qin Chunzhi Gu Junzhou Yu Chao Zhang 36 1 0 30 Nov 2023
Image-Pointcloud Fusion based Anomaly Detection using PD-REAL Dataset Jianjian Qin Chunzhi Gu Junzhou Yu Chao Zhang 30 2 0 07 Nov 2023
On Pixel-level Performance Assessment in Anomaly Detection Mehdi Rafiei T. Breckon Alexandros Iosifidis 8 7 0 25 Oct 2023
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Jiawen Zhu Choubo Ding Yu Tian Guansong Pang 40 12 0 19 Oct 2023
A Discrepancy Aware Framework for Robust Anomaly Detection Yuxuan Cai Dingkang Liang Dongliang Luo Xinwei He Xin Yang Xiang Bai AAML UQCV 110 16 0 11 Oct 2023
Subspace-Guided Feature Reconstruction for Unsupervised Anomaly Localization Katsuya Hotta Chao Zhang Yoshihiro Hagihara T. Akashi 19 2 0 25 Sep 2023
ADFA: Attention-augmented Differentiable top-k Feature Adaptation for Unsupervised Medical Anomaly Detection Yiming Huang Guo-Shuai Liu Yaoru Luo Ge Yang OOD MedIm 8 2 0 29 Aug 2023
Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection Guodong Wang Yun Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 23 4 0 20 Aug 2023
EasyNet: An Easy Network for 3D Industrial Anomaly Detection Rui Chen Guoyang Xie Jiaqi Liu Jinbao Wang Ziqi Luo Jinfan Wang Feng Zheng 36 35 0 26 Jul 2023
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection Simon Thomine H. Snoussi Mahmoud Soua 21 5 0 16 Jun 2023
FABLE : Fabric Anomaly Detection Automation Process Simon Thomine H. Snoussi Mahmoud Soua 19 5 0 16 Jun 2023
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction Jia Guo Shuai Lu Lize Jia Weihang Zhang Huiqi Li 11 23 0 05 Jun 2023
Towards Total Online Unsupervised Anomaly Detection and Localization in Industrial Vision Han Gao Huiyuan Luo Fei Shen Zhengtao Zhang 19 6 0 25 May 2023
Segment Any Anomaly without Training via Hybrid Prompt Regularization Yunkang Cao Xiaohao Xu Chen Sun Y. Cheng Zongwei Du Liang Gao Weiming Shen VLM 31 70 0 18 May 2023
SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification Minghui Yang Jing Liu Zhiwei Yang Zhaoyang Wu 25 8 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 25 9 0 06 Apr 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies Kilian Batzner Lars Heckler Rebecca König 43 129 0 25 Mar 2023
Anomaly Detection under Distribution Shift T. Cao Jiawen Zhu Guansong Pang 40 26 0 24 Mar 2023
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection Yunkang Cao Xiaohao Xu Weiming Shen 3DPC 24 41 0 23 Mar 2023
Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection Haiming Yao Wenyong Yu Wei Luo Zhenfeng Qiang Donghao Luo Xiaotian Zhang 23 21 0 10 Mar 2023
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art I. Lagogiannis Felix Meissen Georgios Kaissis Daniel Rueckert OOD 83 18 0 01 Mar 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion Yue Wang Jinlong Peng Jiangning Zhang Ran Yi Yabiao Wang Chengjie Wang 3DPC 75 86 0 01 Mar 2023
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization Yunkang Cao Xiaohao Xu Zhaoge Liu Weiming Shen 24 70 0 17 Feb 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing Guoyang Xie Jinbao Wang Jiaqi Liu Jiayi Lyu Y. Liu Chengjie Wang Feng Zheng Yaochu Jin VLM 25 65 0 31 Jan 2023
Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore Guoyang Xie Jingbao Wang Jiaqi Liu Feng Zheng Yaochu Jin 17 64 0 28 Jan 2023
Deep Industrial Image Anomaly Detection: A Survey Jiaqi Liu Guoyang Xie Jingbao Wang Shangwen Li Chengjie Wang Feng Zheng Yaochu Jin 22 172 0 27 Jan 2023
Unsupervised Visual Defect Detection with Score-Based Generative Model Yapeng Teng Haoyang Li Fuzhen Cai Mingli Shao Siyu Xia MedIm DiffM 21 12 0 29 Nov 2022
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection Xuan Zhang Shiyu Li Xi Li Ping-Chia Huang Jiulong Shan Ting Chen 14 126 0 21 Nov 2022
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 21 12 0 31 Oct 2022
ADPS: Asymmetric Distillation Post-Segmentation for Image Anomaly Detection Peng-Fei Xing Hao Tang Jinhui Tang Zechao Li 22 5 0 19 Oct 2022
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt 19 131 0 14 Oct 2022
Learning image representations for anomaly detection: application to discovery of histological alterations in drug development I. Zingman B. Stierstorfer C. Lempp Fabian Heinemann OOD MedIm 25 11 0 14 Oct 2022
Visual Anomaly Detection Via Partition Memory Bank Module and Error Estimation Peng-Fei Xing Zechao Li 51 32 0 26 Sep 2022
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey Xian Tao Xinyi Gong X. Zhang Shaohua Yan Chandranath Adak UQCV 15 137 0 21 Jul 2022
A Unified Model for Multi-class Anomaly Detection Zhiyuan You Lei Cui Yujun Shen Kai Yang Xin Lu Yu Zheng Xinyi Le 14 208 0 08 Jun 2022
Discriminative Feature Learning Framework with Gradient Preference for Anomaly Detection Muhao Xu Xueying Zhou Xizhan Gao Wei-Xiong He Sijie Niu 8 7 0 23 Apr 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 104 448 0 26 Jan 2022