AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2

AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2

23 May 2024

Johannes Lederer

Papers citing "AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2"

11 / 11 papers shown

Title
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering Zhe Zhang Mingxiu Cai H. Wang Gaochang Wu Tianyou Chai Xiatian Zhu 20 0 0 02 May 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning Ylli Sadikaj Hongkuan Zhou Lavdim Halilaj Stefan Schmid Steffen Staab Claudia Plant 21 0 0 09 Apr 2025
Anonymization of Documents for Law Enforcement with Machine Learning Manuel Eberhardinger Patrick Takenaka Daniel Grießhaber J. Maucher 41 0 0 13 Jan 2025
Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning Xiaohao Xu Yunkang Cao Yongqi Chen Weiming Shen Xiaonan Huang VLM 63 10 0 17 Mar 2024
Multimodal Foundation Models: From Specialists to General-Purpose Assistants Chunyuan Li Zhe Gan Zhengyuan Yang Jianwei Yang Linjie Li Lijuan Wang Jianfeng Gao MLLM 105 221 0 18 Sep 2023
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation Jongheon Jeong Yang Zou Taewan Kim Dongqing Zhang Avinash Ravichandran O. Dabeer VLM 61 92 0 26 Mar 2023
Anomaly Detection Requires Better Representations Tal Reiss Niv Cohen Eliahu Horwitz Ron Abutbul Yedid Hoshen OOD AI4TS SSL 26 21 0 19 Oct 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 7,337 0 11 Nov 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 157 812 0 21 Oct 2021
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt UQCV 70 142 0 06 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 4,299 0 29 Apr 2021