AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection

22 July 2024

Jiangning Zhang

Papers citing "AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection"

32 / 32 papers shown

Title
Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark Yunkang Cao Yuqi Cheng Xiaohao Xu Yiheng Zhang Yihan Sun Yuxiang Tan Yuxin Zhang Xiaonan Huang Weiming Shen 12 0 0 16 May 2025
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection Bin-Bin Gao Yue Zhou Jiangtao Yan Y. Cai Weinan Zhang Meng Wang Jun Liu Yong Liu Lei Wang Chengjie Wang VLM 41 0 0 15 May 2025
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection Hanzhe Liang Aoran Wang Jie Zhou Xin Jin C. Gao Jinbao Wang 26 0 0 09 May 2025
CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection Haoyu Bai Jie Wang Gaomin Li Xianrui Li Xiaohu Zhang Xia Yang 41 0 0 06 May 2025
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning Peijian Zeng Feiyan Pang Zhanbo Wang Aimin Yang 74 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 49 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 37 1 0 17 Apr 2025
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 35 1 0 16 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 55 0 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 33 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 23 0 0 09 Apr 2025
VTD-CLIP: Video-to-Text Discretization via Prompting CLIP Wencheng Zhu Yuexin Wang Hongxuan Li Pengfei Zhu Q. Hu CLIP 48 0 0 24 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 64 0 0 13 Mar 2025
AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis Zhangyu Lai Yilin Lu Xinyang Li Jianghang Lin Yansong Qu Liujuan Cao Ming Li Rongrong Ji DiffM 152 0 0 10 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 45 0 0 09 Mar 2025
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP Wenxin Ma Xu Zhang Qingsong Yao Fenghe Tang Chenxu Wu Heng Chang Rui Yan Zihang Jiang S. Kevin Zhou VLM 65 0 0 09 Mar 2025
GuardDoor: Safeguarding Against Malicious Diffusion Editing via Protective Backdoors Yaopei Zeng Yuanpu Cao Lu Lin DiffM WIGM 74 0 0 05 Mar 2025
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection Wei Luo Yunkang Cao Haiming Yao Xiaotian Zhang Jianan Lou Y. Cheng Weiming Shen Wenyong Yu 59 2 0 04 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 74 0 0 03 Mar 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan Jiajian Li Zhi Wang Ke Zhang AI4CE 90 2 0 26 Feb 2025
Deep learning based infrared small object segmentation: Challenges and future directions Zhengeng Yang Hongshan Yu Jianjun Zhang Qiang Tang Ajmal Mian 61 1 0 21 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 48 0 0 16 Feb 2025
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet? Aldo Marzullo Marta Bianca Maria Ranzini MedIm UQCV VLM 31 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 41 1 0 09 Nov 2024
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework Yuqi Cheng Yunkang Cao Guoyang Xie Zhichao Lu Weiming Shen 3DPC 34 2 0 20 Sep 2024
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect Yunkang Cao Xiaohao Xu Jiangning Zhang Yuqi Cheng Xiaonan Huang Guansong Pang Weiming Shen 83 41 0 29 Jan 2024
A Discrepancy Aware Framework for Robust Anomaly Detection Yuxuan Cai Dingkang Liang Dongliang Luo Xinwei He Xin Yang Xiang Bai AAML UQCV 124 16 0 11 Oct 2023
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation Jongheon Jeong Yang Zou Taewan Kim Dongqing Zhang Avinash Ravichandran O. Dabeer VLM 75 186 0 26 Mar 2023
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan Fahad Shahbaz Khan VPVLM VLM 212 531 0 06 Oct 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 117 448 0 26 Jan 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 348 2,271 0 02 Sep 2021
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization P. Mishra Riccardo Verk Daniele Fornasier C. Piciarelli G. Foresti ViT 80 287 0 20 Apr 2021