Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders.
Andrew GengPin-Yu ChenPublished in: SaTML (2024)
Keyphrases
- image data
- measured data
- input data
- prior information
- fine tuning
- experimental data
- probability distribution
- prior knowledge
- database
- data sources
- sensor data
- statistical model
- data sets
- data distribution
- network structure
- statistical methods
- probability density function
- energy function
- data points
- probabilistic model
- multiscale
- estimation process
- image classification
- wireless sensor networks
- high resolution
- image analysis
- bayesian framework
- image set
- probability density
- similarity measure
- information retrieval
- measurement data