Bridge the Modality and Capacity Gaps in Vision-Language Model Selection.
Chao YiDe-Chuan ZhanHan-Jia YePublished in: CoRR (2024)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- regression model
- sample size
- model selection criteria
- error estimation
- statistical learning
- mixture model
- variable selection
- computer vision
- bayesian learning
- motion segmentation
- machine learning
- gaussian process
- statistical inference
- marginal likelihood
- generalization error
- meta learning
- selection criterion
- information criterion
- leave one out cross validation
- bayesian information criterion
- subspace information criterion
- feature selection
- bayesian inference
- bayesian methods
- maximum likelihood
- statistical model
- parameter determination