Concepedia

Romain Beaumont

RB

6

Publications

2K

Citations

6

H-Index

2015

Active since

Affiliations

Berkeley College(Current)

University of California, Berkeley

University of Washington

Romain Beaumont is an author at Berkeley College specializing in computer vision, machine vision, and deep learning.

Top concepts

EngineeringData ScienceDeep LearningMachine VisionComputer VisionComputer ScienceMachine LearningImage AnalysisMachine TranslationMultimodal Learning

Publications per year

2015–2023

6

Publications

6

LAION-5B: An open large-scale dataset for training next generation image-text models

Christoph Schuhmann, Romain Beaumont, Richard Vencu et al. · arXiv (Cornell University) · 2022 · 1K citations · Full text

Few-shot Learning, Structured Prediction, Engineering +19

Reproducible Scaling Laws for Contrastive Language-Image Learning

Mehdi Cherti, Romain Beaumont, Ross Wightman et al. · 2023 · 430 citations

Engineering, Machine Learning, Language Learning +19

LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Christoph Schuhmann, Richard Vencu, Romain Beaumont et al. · arXiv (Cornell University) · 2021 · 367 citations · Full text

Few-shot Learning, Engineering, Machine Learning +19

DataComp: In search of the next generation of multimodal datasets

Samir Yitzhak Gadre, Gabriel Ilharco, Alex Chengyu Fang et al. · arXiv (Cornell University) · 2023 · 73 citations · Full text

Engineering, Machine Learning, Multimodal Learning +17

Reproducible scaling laws for contrastive language-image learning

Mehdi Cherti, Romain Beaumont, Ross Wightman et al. · arXiv (Cornell University) · 2022 · 29 citations · Full text

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