VCP-CLIP: A visual context prompting model for zero-shot anomaly
segmentation

VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation

17 July 2024

Guiguang Ding

ArXiv (abs)PDF HTML Github (83★)

Papers citing "VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation"

10 / 10 papers shown

Title
ViP $^2$ -CLIP: Visual-Perception Prompting with Unified Alignment for Zero-Shot Anomaly Detection Ziteng Yang Jingzehua Xu Yanshu Li Zepeng Li Yeqiang Wang Xinghui Li VLM 45 0 0 23 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 Yang Liu Lei Wang Chengjie Wang VLM 94 0 0 15 May 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 133 0 0 21 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 92 0 0 15 Apr 2025
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation Laibin Chang Yunke Wang JiaXing Huang Longxiang Deng Bo Du Chang Xu DiffM 130 0 0 03 Apr 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 173 1 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 Yongbin Li Rui Yan Zihang Jiang S. Kevin Zhou VLM 111 3 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 106 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 167 3 0 26 Feb 2025
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 135 13 0 31 Jul 2024

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.