Exploring the Transfer Learning Capabilities of CLIP in Domain
Generalization for Diabetic Retinopathy

Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy

27 August 2023

Sanoojan Baliah

Santosh Sanjeev

Papers citing "Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy"

5 / 5 papers shown

Title
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning Shuvendu Roy Yasaman Parhizkar Franklin Ogidi Vahid Reza Khazaie Michael Colacci Ali Etemad Elham Dolatabadi Arash Afkanpour VLM 35 1 0 11 Jun 2024
Domain-Unified Prompt Representations for Source-Free Domain Generalization Hongjing Niu Hanting Li Feng Zhao Bin Li VLM 42 18 0 29 Sep 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 62 260 0 20 Apr 2021
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 216 422 0 17 Feb 2021