Reproducible scaling laws for contrastive language-image learning.
Mehdi ChertiRomain BeaumontRoss WightmanMitchell WortsmanGabriel IlharcoCade GordonChristoph SchuhmannLudwig SchmidtJenia JitsevPublished in: CoRR (2022)
Keyphrases
- image analysis
- image data
- learning systems
- image features
- learning process
- multiscale
- image segmentation
- image retrieval
- active learning
- single image
- image representation
- image classification
- template matching
- learning tasks
- image collections
- image pixels
- programming language
- supervised learning
- low level
- object oriented programming
- object recognition
- learning algorithm
- java programming
- image content
- mobile learning
- keypoints
- online learning
- high resolution
- computer vision