Segment Any Anomaly without Training via Hybrid Prompt Regularization

18 May 2023

Papers citing "Segment Any Anomaly without Training via Hybrid Prompt Regularization"

50 / 59 papers shown

Title
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection Yuqi Cheng Yunkang Cao Dongfang Wang Weiming Shen Wenlong Li 17 1 0 12 May 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 54 0 0 13 Mar 2025
Language-Assisted Feature Transformation for Anomaly Detection EungGu Yun Heonjin Ha Yeongwoo Nam Bryan Dongik Lee 56 0 0 03 Mar 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan J. Li Zhi Wang Ke Zhang AI4CE 73 2 0 26 Feb 2025
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction Chenyu Li Danfeng Hong Bing Zhang Yuxuan Li Gustau Camps-Valls X. Zhu J. Chanussot 53 1 0 24 Feb 2025
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
Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models Peng Cui Guande He Dan Zhang Zhijie Deng Yinpeng Dong Jun Zhu 67 0 0 26 Nov 2024
On The Relationship between Visual Anomaly-free and Anomalous Representations Riya Sadrani Hrishikesh Sharma Ayush Bachan 26 0 0 09 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 40 4 0 07 Oct 2024
VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection Huilin Deng Hongchen Luo Wei Zhai Yang Cao Yu Kang 27 1 0 30 Sep 2024
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework Yuqi Cheng Yunkang Cao Guoyang Xie Zhichao Lu Weiming Shen 3DPC 13 2 0 20 Sep 2024
FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model Yuanwei Li Elizaveta Ivanova Martins Bruveris VLM 14 0 0 31 Aug 2024
LLM-3D Print: Large Language Models To Monitor and Control 3D Printing Yayati Jadhav P. Pak Amir Barati Farimani AI4CE 78 8 0 26 Aug 2024
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 Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 25 8 0 31 Jul 2024
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection Yunkang Cao Jiangning Zhang Luca Frittoli Yuqi Cheng Weiming Shen Giacomo Boracchi VLM 26 27 0 22 Jul 2024
VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation Zhen Qu Xian Tao Mukesh Prasad Fei Shen Zhengtao Zhang Xinyi Gong Guiguang Ding VLM 16 10 0 17 Jul 2024
Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization Hanxi Li Jingqi Wu Lin Yuanbo Wu Hao Chen Deyin Liu Chunhua Shen 18 0 0 03 Jul 2024
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection Haiming Yao Wei Luo Yunkang Cao Yiheng Zhang Wenyong Yu Weiming Shen 24 1 0 11 Jun 2024
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection Yuqi Cheng Yunkang Cao Rui Chen Weiming Shen 25 3 0 11 Jun 2024
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving Daniel Bogdoll Noël Ollick Tim Joseph J. Marius Zöllner 21 1 0 10 Jun 2024
M3DM-NR: RGB-3D Noisy-Resistant Industrial Anomaly Detection via Multimodal Denoising Chengjie Wang Haokun Zhu Jinlong Peng Yue Wang Ran Yi Yunsheng Wu Lizhuang Ma J. J. Zhang 51 4 0 04 Jun 2024
Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation Kevin Stangl Marius Arvinte Weilin Xu Cory Cornelius VLM UQCV 16 0 0 13 May 2024
AnomalyXFusion: Multi-modal Anomaly Synthesis with Diffusion Jie Hu Yawen Huang Yilin Lu Guoyang Xie Guannan Jiang Yefeng Zheng Zhichao Lu DiffM 22 8 0 30 Apr 2024
FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization Zhaopeng Gu Bingke Zhu Guibo Zhu Yingying Chen Hao Li Ming Tang Jinqiao Wang 21 15 0 21 Apr 2024
Blind Localization and Clustering of Anomalies in Textures Andrei-Timotei Ardelean Tim Weyrich 17 2 0 18 Apr 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection Xiaofan Li Zhizhong Zhang Xin Tan Chengwei Chen Yanyun Qu Yuan Xie Lizhuang Ma VLM 47 35 0 08 Apr 2024
Long-Tailed Anomaly Detection with Learnable Class Names Chih-Hui Ho Kuan-Chuan Peng Nuno Vasconcelos OODD 33 6 0 29 Mar 2024
SoftPatch: Unsupervised Anomaly Detection with Noisy Data Xi Jiang Ying Chen Qiang Nie Y. Liu Jianlin Liu Jinbao Wang WU Kai Chengjie Wang Feng Zheng 115 34 0 21 Mar 2024
Autonomous Monitoring of Pharmaceutical R&D Laboratories with 6 Axis Arm Equipped Quadruped Robot and Generative AI: A Preliminary Study Shunichi Hato Nozomi Ogawa 21 1 0 15 Mar 2024
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer Mingxuan Liu Jiankai Tang Haoxiang Li Jiahao Qi Siwei Li Kegang Wang Yuntao wang Hong Chen Yuntao Wang Hong Chen 77 13 0 07 Feb 2024
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images Xurui Li Ziming Huang Feng Xue Yu Zhou 13 19 0 30 Jan 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 81 41 0 29 Jan 2024
ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation Shengze Li Jianjian Cao Peng Ye Yuhan Ding Chongjun Tu Tao Chen VLM 9 6 0 23 Jan 2024
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection Jiangning Zhang Xuhai Chen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li Ming-Hsuan Yang Dacheng Tao 10 14 0 12 Dec 2023
DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection Haoyang He Jiangning Zhang Hongxu Chen Xuhai Chen Zhishan Li Xu Chen Yabiao Wang Chengjie Wang Lei Xie DiffM 13 28 0 11 Dec 2023
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model Teng Hu Jiangning Zhang Ran Yi Yuzhen Du Xu Chen Liang Liu Yabiao Wang Chengjie Wang 74 21 0 10 Dec 2023
RepViT-SAM: Towards Real-Time Segmenting Anything Ao Wang Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM 15 18 0 10 Dec 2023
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network Wenqiao Li Xiaohao Xu Yao Gu Bozhong Zheng Shenghua Gao Yingna Wu 3DPC 13 22 0 25 Nov 2023
GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection Jiangning Zhang Haoyang He Xuhai Chen Zhucun Xue Yabiao Wang Chengjie Wang Lei Xie Yong Liu MLLM 14 21 0 05 Nov 2023
Real3D-AD: A Dataset of Point Cloud Anomaly Detection Jiaqi Liu Guoyang Xie Rui Chen Xinpeng Li Jinbao Wang Yong-Jin Liu Chengjie Wang Feng Zheng 12 38 0 23 Sep 2023
Zero-Shot Edge Detection with SCESAME: Spectral Clustering-based Ensemble for Segment Anything Model Estimation Hiroaki Yamagiwa Yusuke Takase Hiroyuki Kambe Ryosuke Nakamoto VLM 10 5 0 26 Aug 2023
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Hanxi Li Jianfei Hu Bo-wen Li Hao Chen Yongbin Zheng Chunhua Shen 27 16 0 13 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 17 3 0 13 Aug 2023
UGainS: Uncertainty Guided Anomaly Instance Segmentation Alexey Nekrasov Alexander Hermans L. Kuhnert Bastian Leibe 13 11 0 03 Aug 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul Keno Moenck Arne Wendt Philipp Prünte Julian Koch Arne Sahrhage ... Falko Kähler Dirk Holst Martin Gomse Thorsten Schuppstuhl Daniel Schoepflin VLM 16 6 0 24 Jul 2023
Optimizing PatchCore for Few/many-shot Anomaly Detection Joao Santos Triet Tran Oliver Rippel 14 10 0 20 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Jiaqi Wang Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang VLM LRM 45 141 0 03 Jul 2023
2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection Yunkang Cao Xiaohao Xu Chen Sun Y. Cheng Liang Gao Weiming Shen 10 1 0 15 Jun 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 22 89 0 14 May 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering Chaoning Zhang Fachrina Dewi Puspitasari Sheng Zheng Chenghao Li Yu Qiao ... Caiyan Qin François Rameau Lik-Hang Lee Sung-Ho Bae Choong Seon Hong VLM 76 61 0 12 May 2023