Reproducible Scaling Laws for Contrastive Language-Image Learning

Author:

Cherti Mehdi1,Beaumont Romain1,Wightman Ross2,Wortsman Mitchell3,Ilharco Gabriel3,Gordon Cade4,Schuhmann Christoph1,Schmidt Ludwig1,Jitsev Jenia1

Affiliation:

1. LAION

2. HuggingFace

3. University of Washington

4. UC Berkeley

Publisher

IEEE

Reference86 articles.

1. Remote sensingimage scene classification: Benchmark and state of the art;cheng;Proceedings of the Institute of Electrical and ElectronicsEngineers (IEEE),0

2. Exploring the limits of transfer learning with a unified text-to-text transformer;raffel;Journal of Machine Learning Research,2020

3. Pali: A jointly-scaled multilingual language-image model;chen;ArXiv Preprint,2022

4. ImageNet: A large-scale hierarchical image database

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