When Text and Images Don't Mix: Bias-Correcting Language-Image
Similarity Scores for Anomaly Detection

When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection

24 July 2024

Bryan Hooi

Papers citing "When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection"

5 / 5 papers shown

Title
SimpleNet: A Simple Network for Image Anomaly Detection and Localization Zhikang Liu Yiming Zhou Yuansheng Xu Zilei Wang 68 229 0 27 Mar 2023
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation Jongheon Jeong Yang Zou Taewan Kim Dongqing Zhang Avinash Ravichandran O. Dabeer VLM 67 184 0 26 Mar 2023
Anomaly Detection Requires Better Representations Tal Reiss Niv Cohen Eliahu Horwitz Ron Abutbul Yedid Hoshen OOD AI4TS SSL 44 21 0 19 Oct 2022
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images Philipp Liznerski Lukas Ruff Robert A. Vandermeulen Billy Joe Franks Klaus-Robert Muller Marius Kloft UQCV 40 44 0 23 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 390 4,124 0 28 Jan 2022