Reproducible Scaling Laws for Contrastive Language-Image Learning.
Mehdi ChertiRomain BeaumontRoss WightmanMitchell WortsmanGabriel IlharcoCade GordonChristoph SchuhmannLudwig SchmidtJenia JitsevPublished in: CVPR (2023)
Keyphrases
- single image
- input image
- image features
- image analysis
- learning algorithm
- image content
- learning systems
- image retrieval
- language acquisition
- image segmentation
- image data
- image representation
- test images
- pattern languages
- object oriented programming
- active learning
- multiscale
- learning tasks
- image pixels
- machine learning
- java programming
- image matching
- image regions
- online learning
- image database
- high resolution
- natural language
- image sequences
- image processing