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KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration

KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration

8 January 2025
Chengyuan Li
Suyang Zhou
Jieping Kong
Lei Qi
Hui Xue
    VLM
ArXiv (abs)PDFHTML

Papers citing "KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration"

11 / 11 papers shown
Title
SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection
  and Segmentation
SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation
Yang Zou
Jongheon Jeong
Latha Pemula
Dongqing Zhang
Onkar Dabeer
100
310
0
28 Jul 2022
Vision Transformer with Deformable Attention
Vision Transformer with Deformable Attention
Zhuofan Xia
Xuran Pan
S. Song
Li Erran Li
Gao Huang
ViT
95
484
0
03 Jan 2022
Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly
  Detection and Segmentation in Medical Images
Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical Images
Yu Tian
Fengbei Liu
Guansong Pang
Yuanhong Chen
Yuyuan Liu
Johan Verjans
Rajvinder Singh
G. Carneiro
97
31
0
03 Sep 2021
Learning to Prompt for Vision-Language Models
Learning to Prompt for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VPVLMCLIPVLM
513
2,422
0
02 Sep 2021
Towards Total Recall in Industrial Anomaly Detection
Towards Total Recall in Industrial Anomaly Detection
Karsten Roth
Latha Pemula
J. Zepeda
Bernhard Schölkopf
Thomas Brox
Peter V. Gehler
UQCV
91
922
0
15 Jun 2021
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and
  Localization
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization
P. Mishra
Riccardo Verk
Daniele Fornasier
C. Piciarelli
G. Foresti
ViT
112
304
0
20 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIPVLM
1.0K
29,926
0
26 Feb 2021
Exploring the Effect of Image Enhancement Techniques on COVID-19
  Detection using Chest X-rays Images
Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images
Tawsifur Rahman
Amith Khandakar
Yazan Qiblawey
Anas Tahir
S. Kiranyaz
...
M. Islam
S. Al-Maadeed
S. Zughaier
Muhammad Salman Khan
M. Chowdhury
75
831
0
25 Nov 2020
Dice Loss for Data-imbalanced NLP Tasks
Dice Loss for Data-imbalanced NLP Tasks
Xiaoya Li
Xiaofei Sun
Yuxian Meng
Junjun Liang
Leilei Gan
Jiwei Li
110
588
0
07 Nov 2019
Cross Attention Network for Few-shot Classification
Cross Attention Network for Few-shot Classification
Rui Hou
Hong Chang
Bingpeng Ma
Shiguang Shan
Xilin Chen
278
642
0
17 Oct 2019
The Liver Tumor Segmentation Benchmark (LiTS)
The Liver Tumor Segmentation Benchmark (LiTS)
Patrick Bilic
P. Christ
Hongwei Bran Li
Eugene Vorontsov
Avi Ben-Cohen
...
L. Soler
Bram van Ginneken
H. Greenspan
Leo Joskowicz
Bjoern Menze
131
1,028
0
13 Jan 2019
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