MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis.
Yitao ZhuZhenrong ShenZihao ZhaoSheng WangXin WangXiangyu ZhaoDinggang ShenQian WangPublished in: CoRR (2023)
Keyphrases
- fine tuning
- low rank
- medical images
- medical diagnosis
- missing data
- linear combination
- convex optimization
- matrix factorization
- matrix completion
- low rank matrix
- semi supervised
- medical imaging
- singular value decomposition
- rank minimization
- high order
- high dimensional data
- magnetic resonance images
- kernel matrix
- medical image retrieval
- trace norm
- image reconstruction
- dimensionality reduction
- singular values
- pairwise
- pattern recognition
- image processing