AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection

29 October 2023

Papers citing "AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection"

50 / 92 papers shown

Title
Vision Foundation Model Embedding-Based Semantic Anomaly Detection M. Ronecker Matthew Foutter Amine Elhafsi Daniele Gammelli Ihor Barakaiev Marco Pavone Daniel Watzenig 16 0 0 12 May 2025
Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models Sassan Mokhtar Arian Mousakhan Silvio Galesso Jawad Tayyub Thomas Brox 22 0 0 05 May 2025
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning Peijian Zeng Feiyan Pang Zhanbo Wang Aimin Yang 68 0 0 28 Apr 2025
GenCLIP: Generalizing CLIP Prompts for Zero-shot Anomaly Detection Donghyeong Kim Chaewon Park Suhwan Cho Hyeonjeong Lim Minseok Kang Jungho Lee Sangyoun Lee VLM 42 0 0 21 Apr 2025
LAD-Reasoner: Tiny Multimodal Models are Good Reasoners for Logical Anomaly Detection Weijia Li Guanglei Chu Jiong Chen Guo-Sen Xie Caifeng Shan Fang Zhao LRM 35 1 0 17 Apr 2025
3D-PNAS: 3D Industrial Surface Anomaly Synthesis with Perlin Noise Yifeng Cheng Juan Du 17 1 0 17 Apr 2025
Search is All You Need for Few-shot Anomaly Detection Qishan Wang Jia Guo Shuyong Gao H. Wang Li Xiong J. Hu Hanqi Guo Wenqiang Zhang 53 0 0 16 Apr 2025
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 23 1 0 16 Apr 2025
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections Alireza Salehi Mohammadreza Salehi Reshad Hosseini Cees G. M. Snoek Makoto Yamada Mohammad Sabokrou VLM 26 0 0 15 Apr 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
Explaining Low Perception Model Competency with High-Competency Counterfactuals Sara Pohland Claire Tomlin DiffM AAML 41 0 0 07 Apr 2025
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language Models Afshin Khadangi Amir Sartipi Igor Tchappi Ramin Bahmani 33 1 0 04 Apr 2025
TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection Yoon Gyo Jung Jaewoo Park Jaeho Yoon Kuan-Chuan Peng Wonchul Kim Andrew Beng Jin Teoh Octavia Camps 40 0 0 03 Apr 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector Xiao Guo Xiufeng Song Yue Zhang Xiaohong Liu X. Liu 56 1 0 26 Mar 2025
Towards Training-free Anomaly Detection with Vision and Language Foundation Models Jinjin Zhang Guodong Wang Yizhou Jin Di Huang 42 1 0 24 Mar 2025
Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport Hao Tan Zichang Tan Jun Yu Li A. Liu Jun Wan Zhen Lei VLM 49 0 0 19 Mar 2025
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models Zongyun Zhang Jiacheng Ruan Xian Gao Ting Liu Yuzhuo Fu 64 2 0 18 Mar 2025
Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection Zhen Qu Xian Tao Xinyi Gong Shichen Qu Qiyu Chen Zhengtao Zhang Xingang Wang Guiguang Ding VLM 59 0 0 13 Mar 2025
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP Wenxin Ma Xu Zhang Qingsong Yao Fenghe Tang Chenxu Wu Y. Li Rui Yan Zihang Jiang S. Kevin Zhou VLM 52 0 0 09 Mar 2025
Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models Nguyen H K. Do Truc Nguyen Malik Hassanaly Raed Alharbi Jung Taek Seo My T. Thai 41 0 0 09 Mar 2025
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point Travis Barrett Amit Kumar Mishra 43 0 0 09 Mar 2025
PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness Yurui Pan Lidong Wang Yuchao Chen Wenbing Zhu Bo Peng M. Chi 61 0 0 03 Mar 2025
Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection Fuyun Wang Tong Zhang Yuanzhi Wang Yide Qiu Xin Liu Xu Guo Zhen Cui DiffM 34 0 0 28 Feb 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan J. Li Zhi Wang Ke Zhang AI4CE 76 2 0 26 Feb 2025
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection Xi Jiang Jian Li Hanqiu Deng Y. Liu Bin-Bin Gao Yifeng Zhou Jialin Li Chengjie Wang Feng Zheng 50 0 0 24 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 50 5 0 17 Feb 2025
Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection Jiaxiang Wang Haote Xu Xiaolu Chen Haodi Xu Yue Huang Xinghao Ding Xiaotong Tu 45 0 0 16 Feb 2025
Foundation Models for Anomaly Detection: Vision and Challenges Jing Ren Tao Tang Hong Jia Haytham Fayek Xiaodong Li Suyu Ma Xiwei Xu Feng Xia 53 0 0 10 Feb 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 64 0 0 03 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 36 1 0 25 Jan 2025
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration Chengyuan Li Suyang Zhou Jieping Kong Lei Qi Hui Xue VLM 30 1 0 08 Jan 2025
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems Wen-Dong Jiang Chih-Yung Chang Hsiang-Chuan Chang Ji-Yuan Chen Diptendu Sinha Roy 26 0 0 31 Dec 2024
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning Zhifang Zhang Shuo He Bingquan Shen Lei Feng Lei Feng AAML 36 0 0 29 Dec 2024
Towards Zero-shot 3D Anomaly Localization Yizhou Wang Kuan-Chuan Peng Y. Fu 65 3 0 05 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 98 1 0 04 Dec 2024
FairDD: Fair Dataset Distillation via Synchronized Matching Qihang Zhou Shenhao Fang Shibo He Wenchao Meng Jiming Chen FedML DD 72 1 0 29 Nov 2024
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning Hui-Yue Yang Hui Chen Ao Wang Kai Chen Zijia Lin Yongliang Tang Pengcheng Gao Yuming Quan J. Han Guiguang Ding VLM 70 2 0 26 Nov 2024
Transmission Line Defect Detection Based on UAV Patrol Images and Vision-language Pretraining Ke Zhang Zhaoye Zheng Yurong Guo Jiacun Wang Jiyuan Yang Yangjie Xiao VLM 77 0 0 18 Nov 2024
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet? Aldo Marzullo Marta Bianca Maria Ranzini MedIm UQCV VLM 29 0 0 14 Nov 2024
GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection Jiyul Ham Yonggon Jung Jun-Geol Baek VLM 26 1 0 09 Nov 2024
A Multimodal Approach For Endoscopic VCE Image Classification Using BiomedCLIP-PubMedBERT Nagarajan Ganapathy Podakanti Satyajith Chary Teja Venkata Ramana Kumar Pithani Pavan Kavati Arun Kumar S 21 3 0 25 Oct 2024
IPO: Interpretable Prompt Optimization for Vision-Language Models Yingjun Du Wenfang Sun Cees G. M. Snoek VLM 20 1 0 20 Oct 2024
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning Zhewei Dai Shilei Zeng Haotian Liu Xurui Li Feng Xue Yu Zhou DiffM 19 1 0 19 Oct 2024
Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts Chaoxi Niu Hezhe Qiao Changlu Chen Ling-Hao Chen Guansong Pang 38 0 0 18 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection Jiawen Zhu Yew-Soon Ong Chunhua Shen Guansong Pang 23 1 0 14 Oct 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection Qihang Zhou Jiangtao Yan Shibo He Wenchao Meng Jiming Chen 3DPC 21 6 0 01 Oct 2024
VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection Huilin Deng Hongchen Luo Wei Zhai Yang Cao Yu Kang 35 1 0 30 Sep 2024
Deep Graph Anomaly Detection: A Survey and New Perspectives Hezhe Qiao Hanghang Tong Bo An Irwin King Charu Aggarwal Guansong Pang 27 5 0 16 Sep 2024
Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection Tianwu Lei Silin Chen Bohan Wang Zhengkai Jiang Ningmu Zou OOD 21 1 0 09 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 37 6 0 09 Sep 2024