CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization

IEEE Access (IEEE Access), 2022

9 June 2022

Sungwook Lee

Seunghyun Lee

B. Song

ArXiv (abs)PDF HTML Github (110★)

Papers citing "CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization"

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VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion Samet Hicsonmez Abd El Rahman Shabayek Djamila Aouada VLM 168 0 0 11 Nov 2025
Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory Yuxuan Lin Hanjing Yan Xuan Tong Yang Chang H. Wang Ziheng Zhou Shuyong Gao Yan Wang Wenqiang Zhang 83 0 0 08 Nov 2025
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An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination Sukanya Patra Souhaib Ben Taieb AAML 104 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 195 1 0 20 Oct 2025
MIRAD - A comprehensive real-world robust anomaly detection dataset for Mass Individualization Pulin Li Guocheng Wu Li Yin Yuxin Zheng W. Zhang Yanjie Zhou 64 0 0 18 Oct 2025
Quantized FCA: Efficient Zero-Shot Texture Anomaly Detection Andrei-Timotei Ardelean Patrick Rückbeil Tim Weyrich 81 0 0 17 Oct 2025
Anomaly Detection by Clustering DINO Embeddings using a Dirichlet Process MixtureInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Nico Schulthess Ender Konukoglu 52 0 0 24 Sep 2025
Tailored Transformation Invariance for Industrial Anomaly Detection Mariette Schönfeld Wannes Meert Hendrik Blockeel 64 0 0 22 Sep 2025
Double Helix Diffusion for Cross-Domain Anomaly Image Generation Linchun Wu Qin Zou Xianbiao Qi Bo Du Zhongyuan Wang Qingquan Li 124 0 0 16 Sep 2025
AutoDetect: Designing an Autoencoder-based Detection Method for Poisoning Attacks on Object Detection Applications in the Military Domain Alma M. Liezenga Stefan Wijnja Puck de Haan Niels W. T. Brink Jip J. van Stijn Yori Kamphuis Klamer Schutte AAML 84 0 0 03 Sep 2025
Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images Jinsol Song Jiamu Wang Anh Tien Nguyen Keunho Byeon Sangjeong Ahn Sung Hak Lee Jin Tae Kwak MedIm 110 1 0 21 Aug 2025
CLIP-Flow: A Universal Discriminator for AI-Generated Images Inspired by Anomaly Detection Zhipeng Yuan Kai Wang Weize Quan Dong-ming Yan Tieru Wu 96 1 0 13 Aug 2025
Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions Jaehyuk Heo Pilsung Kang VLM 120 1 0 04 Aug 2025
Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection Francesco Dalmonte Emirhan Bayar Emre Akbas Mariana-Iuliana Georgescu ViT MedIm 241 0 0 24 Jul 2025
MoViAD: A Modular Library for Visual Anomaly Detection Manuel Barusco Francesco Borsatti Arianna Stropeni Davide Dalle Pezze Gian Antonio Susto VGen 168 0 0 16 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 124 0 0 19 Jun 2025
Is Hyperbolic Space All You Need for Medical Anomaly Detection?International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Alvaro Gonzalez-Jimenez Simone Lionetti Ludovic Amruthalingam Philippe Gottfrois Fabian Gröger Marc Pouly Alexander A. Navarini 221 1 0 27 May 2025
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly DetectionIEEE Transactions on Industrial Informatics (IEEE TII), 2025 Qiyu Chen Huiyuan Luo Haiming Yao Wei Luo Zhen Qu Chengkan Lv Zhengtao Zhang 290 5 0 23 May 2025
Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge Marcella Astrid Abdelrahman Shabayek Djamila Aouada 203 0 0 22 May 2025
Harnessing EHRs for Diffusion-based Anomaly Detection on Chest X-raysInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Harim Kim Yuhan Wang Minkyu Ahn Heeyoul Choi Yuyin Zhou Charmgil Hong MedIm 814 0 0 22 May 2025
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation Guan Gui Bin-Bin Gao Jing Liu Chengjie Wang Yongpeng Wu DiffM 209 0 0 14 May 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image PromptEuropean Conference on Computer Vision (ECCV), 2025 Bin-Bin Gao 241 13 0 14 May 2025
Evaluating Modern Visual Anomaly Detection Approaches in Semiconductor Manufacturing: A Comparative Study Manuel Barusco Francesco Borsatti Youssef Ben Khalifa Davide Dalle Pezze Gian Antonio Susto 139 0 0 12 May 2025
Towards Scalable IoT Deployment for Visual Anomaly Detection via Efficient Compression Arianna Stropeni Francesco Borsatti Manuel Barusco Davide Dalle Pezze Marco Fabris Gian Antonio Susto 316 1 0 11 May 2025
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language Models Afshin Khadangi Amir Sartipi Xiaohui Wu Ramin Bahmani 311 1 0 04 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 198 0 0 30 Mar 2025
Risk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants Yorick Estievenart Sukanya Patra Souhaib Ben Taieb 279 0 0 24 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 1.0K 1 0 06 Mar 2025
FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection Silin Chen Kangjian Di Yichu Xu Han-Jia Ye Wenhan Luo Ningmu Zou Ningmu Zou FedML 201 0 0 28 Feb 2025
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models Yichi Zhang Bohao Lv Le Xue Wenbo Zhang Yuchen Liu Yu Fu Yuan Cheng Yuan Qi VLM MedIm 292 6 0 28 Feb 2025
From Vision to Sound: Advancing Audio Anomaly Detection with Vision-Based Algorithms Manuel Barusco Francesco Borsatti Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto 232 1 0 25 Feb 2025
Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly DetectionExpert systems with applications (ESWA), 2025 Jiaxiang Wang Haote Xu Xiaolu Chen Haodi Xu Yue Huang Xinghao Ding Xiaotong Tu 199 1 0 16 Feb 2025
SoftPatch+: Fully Unsupervised Anomaly Classification and SegmentationPattern Recognition (Pattern Recogn.), 2024 Chengjie Wang Xi Jiang Bin-Bin Gao Zhenye Gan Wenshu Fan Feng Zheng Lizhuang Ma UQCV 414 11 0 30 Dec 2024
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection Qiyu Chen Huiyuan Luo Han Gao Chengkan Lv Zhengtao Zhang 248 18 0 23 Dec 2024
AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and LocalizationIEEE Transactions on Automation Science and Engineering (T-ASE), 2024 Wei Luo Haiming Yao Wenyong Yu Zhengyong Li 335 30 0 16 Dec 2024
FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation Chang Won Lee Selina Leveugle Svetlana Stolpner Chris Langley Paul Grouchy Jonathan Kelly Steven Waslander 275 1 0 29 Nov 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu Shanghang Zhang Xiaofan Zhang MedIm 505 8 0 20 Oct 2024
PaSTe: Improving the Efficiency of Visual Anomaly Detection at the Edge Manuel Barusco Francesco Borsatti Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto 213 8 0 15 Oct 2024
On The Relationship between Visual Anomaly-free and Anomalous Representations Riya Sadrani Hrishikesh Sharma Ayush Bachan 263 0 0 09 Oct 2024
RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations Kaichen Zhou Yang Cao Teawhan Kim Haiying Zhao Hao Dong Kai Ming Ting Ye Zhu 237 4 0 01 Oct 2024
A Photorealistic Dataset and Vision-Based Algorithm for Anomaly Detection During Proximity Operations in Lunar Orbit Selina Leveugle Chang Won Lee Svetlana Stolpner Chris Langley Paul Grouchy Steven Waslander Jonathan Kelly 375 1 0 30 Sep 2024
Adversarially Robust Industrial Anomaly Detection Through Diffusion Model Yuanpu Cao Lu Lin Jinghui Chen DiffM 236 1 0 09 Aug 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 176 6 0 22 Jul 2024
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization Qiyu Chen Huiyuan Luo Chengkan Lv Zhengtao Zhang 247 69 0 12 Jul 2024
View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis Subin Varghese Vedhus Hoskere 247 2 0 26 Jun 2024
Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images Sukanya Patra Nicolas Sournac Souhaib Ben Taieb 243 3 0 23 Jun 2024
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2024 Jia Guo Shuai Lu Weihang Zhang Huiqi Li Huiqi Li Hongen Liao ViT 457 41 0 23 May 2024
Fractals as Pre-training Datasets for Anomaly Detection and Localization C. Ugwu S. Casarin Oswald Lanz 153 0 0 11 May 2024
AnomalyXFusion: Multi-modal Anomaly Synthesis with Diffusion Jie Hu Yawen Huang Yilin Lu Guoyang Xie Guannan Jiang Yefeng Zheng Zhichao Lu DiffM 335 14 0 30 Apr 2024