Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows

28 August 2020

Papers citing "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows"

50 / 63 papers shown

Title
From Lab to Factory: Pitfalls and Guidelines for Self-/Unsupervised Defect Detection on Low-Quality Industrial Images Sebastian Hönel Jonas Nordqvist 12 0 0 20 Jun 2025
CLIP Meets Diffusion: A Synergistic Approach to Anomaly Detection Byeongchan Lee John Won Seunghyun Lee Jinwoo Shin 22 0 0 13 Jun 2025
Diffusion-Based Electrocardiography Noise Quantification via Anomaly Detection Tae-Seong Han Jae-Wook Heo Hakseung Kim Cheol-Hui Lee Hyub Huh Eue-Keun Choi Dong-Joo Kim DiffM 20 0 0 13 Jun 2025
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection Yuqi Cheng Yunkang Cao Dongfang Wang Nong Sang Wenlong Li 97 1 0 12 May 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 136 2 0 27 Feb 2025
"Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection Siqi Wang Yuanze Hu Xinwang Liu Siwei Wang G. Wang Chuanfu Xu Jie Liu Ping Chen DiffM 106 1 0 25 Jan 2025
Patch-aware Vector Quantized Codebook Learning for Unsupervised Visual Defect Detection Qisen Cheng Shuhui Qu Janghwan Lee 106 4 0 17 Jan 2025
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Chengjie Wang Xi Jiang Bin-Bin Gao Zhenye Gan Yang Liu Feng Zheng Lizhuang Ma UQCV 141 2 0 30 Dec 2024
DAS3D: Dual-modality Anomaly Synthesis for 3D Anomaly Detection Kecen Li Bingquan Dai Jingjing Fu Xinwen Hou 73 2 0 13 Oct 2024
Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control Muhammad Aqeel Shakiba Sharifi Marco Cristani Francesco Setti 72 1 0 21 Aug 2024
Learning to Be a Transformer to Pinpoint Anomalies Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 95 0 0 04 Jul 2024
Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection Canhui Tang Sanpin Zhou Yizhe Li Yonghao Dong Le Wang 63 0 0 03 May 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 155 44 0 09 Apr 2024
Long-Tailed Anomaly Detection with Learnable Class Names Chih-Hui Ho Kuan-Chuan Peng Nuno Vasconcelos OODD 104 6 0 29 Mar 2024
Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection Liren He Zhengkai Jiang Jinlong Peng Liang Liu Qiangang Du Xiaobin Hu Wenbing Zhu Mingmin Chi Yabiao Wang Chengjie Wang 83 11 0 18 Mar 2024
COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection Jingyi Liao Xun Xu Manh Cuong Nguyen A. Goodge Chuan-Sheng Foo 100 10 0 29 Feb 2024
Dual-Student Knowledge Distillation Networks for Unsupervised Anomaly Detection Liyi Yao Shaobing Gao 50 1 0 01 Feb 2024
Label-Free Multivariate Time Series Anomaly Detection Qihang Zhou Shibo He Haoyu Liu Jiming Chen Wenchao Meng AI4TS 97 11 0 17 Dec 2023
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Hanxi Li Jianfei Hu Yue Liu Hao Chen Yongbin Zheng Chunhua Shen 92 19 0 13 Aug 2023
Density-based Feasibility Learning with Normalizing Flows for Introspective Robotic Assembly Jianxiang Feng Matan Atad Ismael Rodríguez M. Durner Stephan Günnemann Rudolph Triebel 129 2 0 03 Jul 2023
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection Jeeho Hyun Sangyun Kim Giyoung Jeon Seung Hwan Kim Kyunghoon Bae Byungjin Kang UQCV 133 44 0 26 May 2023
Visual Anomaly Detection via Dual-Attention Transformer and Discriminative Flow Haiming Yao Wei Luo Wenyong Yu ViT 78 3 0 31 Mar 2023
DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection Hui Zhang Zheng Wang Dan Zeng Zuxuan Wu Yu-Gang Jiang DiffM 169 34 0 15 Mar 2023
$FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation$ FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation X. Xia Weijie Lv Xing He Nan Li Chuanqi Liu Ning Ding 78 1 0 30 Jan 2023
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset) Haoran Wang Yan Zhu W. Qin Yizhe Zhang Pinghong Zhou Quanlin Li Shuo Wang Zhijian Song 64 2 0 23 Dec 2022
Prototypical Residual Networks for Anomaly Detection and Localization H. Zhang Zuxuan Wu Ziyi Wang Zhineng Chen Yuwei Jiang UQCV AI4TS 119 67 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 51 12 0 29 Nov 2022
MAEDAY: MAE for few and zero shot AnomalY-Detection Eli Schwartz Assaf Arbelle Leonid Karlinsky Sivan Harary Florian Scheidegger Sivan Doveh Raja Giryes ViT UQCV 83 36 0 25 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 148 22 0 25 Nov 2022
FRE: A Fast Method For Anomaly Detection And Segmentation I. Ndiour Nilesh A. Ahuja Ergin Utku Genc Omesh Tickoo 101 3 0 23 Nov 2022
U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold Matías Tailanián Álvaro Pardo Pablo Musé 91 22 0 22 Nov 2022
FAPM: Fast Adaptive Patch Memory for Real-time Industrial Anomaly Detection Donghyeon Kim Chaewon Park Suhwan Cho Sangyoun Lee 83 36 0 14 Nov 2022
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection Tongkun Liu Bing Li Zhu Zhao Xiaoyu Du Bin Jiang Leqi Geng 123 39 0 26 Oct 2022
ADPS: Asymmetric Distillation Post-Segmentation for Image Anomaly Detection Peng-Fei Xing Hao Tang Jinhui Tang Zechao Li 105 5 0 19 Oct 2022
N-pad : Neighboring Pixel-based Industrial Anomaly Detection Junkyu Jang Eugene Hwang Sung-Hyuk Park 93 23 0 17 Oct 2022
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt 127 142 0 14 Oct 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 341 70 0 25 Sep 2022
Probing Contextual Diversity for Dense Out-of-Distribution Detection Silvio Galesso M. A. Bravo Mehdi Naouar Thomas Brox 43 4 0 30 Aug 2022
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds A. Alliegro Francesco Cappio Borlino Tatiana Tommasi 3DPC 3DV 99 8 0 23 Jul 2022
Registration based Few-Shot Anomaly Detection Chaoqin Huang Haoyan Guan Aofan Jiang Ya Zhang Michael W. Spratling Yanfeng Wang 92 149 0 15 Jul 2022
CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization Sungwook Lee Seunghyun Lee B. Song 115 196 0 09 Jun 2022
CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks Rui Yan Fan Zhang Mengyuan Huang Wu Liu Dongyu Hu Jinfeng Li Qiangwei Liu Jingrong Jiang Qi Guo Li-Ting Zheng 115 9 0 04 Jun 2022
ARCADE: Adversarially Regularized Convolutional Autoencoder for Network Anomaly Detection W. T. Lunardi Martin Andreoni Lopez J. Giacalone 104 23 0 03 May 2022
Discriminative Feature Learning Framework with Gradient Preference for Anomaly Detection Muhao Xu Xueying Zhou Xizhan Gao Wei-Xiong He Sijie Niu 76 8 0 23 Apr 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 106 39 0 16 Mar 2022
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection Yufei Liang Jiangning Zhang Shiwei Zhao Ru-Chwen Wu Yong-Jin Liu Shuwen Pan 207 125 0 01 Mar 2022
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Nicolae-Cătălin Ristea Neelu Madan Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah 122 196 0 17 Nov 2021
FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows Jiawei Yu1 Ye Zheng Xiang Wang Wei Li Yushuang Wu Rui Zhao Liwei Wu 81 314 0 15 Nov 2021
A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it Viswanath Ganapathy Sauptik Dhar Olimpiya Saha Pelin Kurt Garberson Javad Heydari Mohak Shah 68 1 0 11 Oct 2021
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt UQCV 138 222 0 06 Oct 2021