Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders.
Andrew GengPin-Yu ChenPublished in: CoRR (2024)
Keyphrases
- image data
- probability distribution
- data sets
- input data
- measured data
- data distribution
- data analysis
- prior knowledge
- measurement data
- database
- fine tuning
- gaussian distribution
- energy function
- high level
- experimental data
- probabilistic model
- statistical model
- test data
- similarity measure
- multiscale
- statistical methods
- prior information
- bayesian framework
- information retrieval
- text mining
- probability density
- training data
- probability density function
- image content
- spatial information
- sensor data
- high resolution
- text classification
- image classification