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MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image
  Diagnosis

MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis

14 November 2023
Yitao Zhu
Zhenrong Shen
Zihao Zhao
Sheng Wang
Xin Wang
Xiangyu Zhao
Dinggang Shen
Qian Wang
    MedIm
ArXivPDFHTML

Papers citing "MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis"

4 / 4 papers shown
Title
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse
Kun He
Zijian Song
Shuoxi Zhang
J. Hopcroft
CLL
56
0
0
25 Apr 2025
Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt
  Selection
Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection
Chenwei Wu
David Restrepo
Zitao Shuai
Zhongming Liu
Liyue Shen
VLM
33
1
0
15 Jul 2024
Certifying Adapters: Enabling and Enhancing the Certification of
  Classifier Adversarial Robustness
Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
Jieren Deng
Hanbin Hong
A. Palmer
Xin Zhou
Jinbo Bi
Kaleel Mahmood
Yuan Hong
Derek Aguiar
AAML
25
0
0
25 May 2024
Two-stage Cytopathological Image Synthesis for Augmenting Cervical
  Abnormality Screening
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening
Zhenrong Shen
Manman Fei
Xin Wang
Jiangdong Cai
Sheng Wang
Lichi Zhang
Qian Wang
MedIm
24
0
0
22 Feb 2024
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