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CVPR 2024 Highlight Paper, Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images 논문 리뷰Paper Link: https://arxiv.org/pdf/2403.12570GitHub Link: https://github.com/MediaBrain-SJTU/MVFA-AD 1. Introduction여러가지 Modality를 하나의 모델로 다루는 연구가 지속됨에 따라서, 최근 Visual-Language Model (VLM)이 괄목할만한 성능을 보이고 있다.하지만 CLIP을 포함한 대부분의 VLM은 대용량의 Natural image들로 pretrain되었기에, Domain Gap이나 Tas..

CVPR 2020, Hyperbolic Image Embeddings 논문 링크: https://arxiv.org/abs/1904.02239(https://arxiv.org/abs/1904.02239) Hyperbolic Image Embeddings Computer vision tasks such as image classification, image retrieval and few-shot learning are currently dominated by Euclidean and spherical embeddings, so that the final decisions about class belongings or the degree of similarity are made using linear hy ..