User profiles for R. Beaumont

Robin Beaumont

Verified email at exeter.ac.uk
Cited by 8444

Laion-5b: An open large-scale dataset for training next generation image-text models

C Schuhmann, R Beaumont, R Vencu… - Advances in …, 2022 - proceedings.neurips.cc
Groundbreaking language-vision architectures like CLIP and DALL-E proved the utility of
training on large amounts of noisy image-text data, without relying on expensive accurate …

Laion-400m: Open dataset of clip-filtered 400 million image-text pairs

…, R Vencu, R Beaumont, R Kaczmarczyk… - arXiv preprint arXiv …, 2021 - arxiv.org
Multi-modal language-vision models trained on hundreds of millions of image-text pairs (eg
CLIP, DALL-E) gained a recent surge, showing remarkable capability to perform zero- or few-…

Reproducible scaling laws for contrastive language-image learning

M Cherti, R Beaumont, R Wightman… - Proceedings of the …, 2023 - openaccess.thecvf.com
Scaling up neural networks has led to remarkable performance across a wide range of tasks.
Moreover, performance often follows reliable scaling laws as a function of training set size, …

Datacomp: In search of the next generation of multimodal datasets

…, H Hajishirzi, A Farhadi, R Beaumont… - Advances in …, 2024 - proceedings.neurips.cc
… A much larger suite of experiment results can be found in Appendix R. … datasets varies
substantially, in some cases even exhibiting a negative correlation, as discussed in Appendix R. …

Meta-analysis of genome-wide association studies for body fat distribution in 694 649 individuals of European ancestry

…, Y Ji, J Yang, S Jones, R Beaumont… - Human molecular …, 2019 - academic.oup.com
More than one in three adults worldwide is either overweight or obese. Epidemiological studies
indicate that the location and distribution of excess fat, rather than general adiposity, are …

Genome-wide associations for birth weight and correlations with adult disease

M Horikoshi, RN Beaumont, FR Day, NM Warrington… - Nature, 2016 - nature.com
Birth weight (BW) has been shown to be influenced by both fetal and maternal factors and in
observational studies is reproducibly associated with future risk of adult metabolic diseases …

[HTML][HTML] Genome-wide association analyses of chronotype in 697,828 individuals provides insights into circadian rhythms

…, VT van Hees, J Tyrrell, RN Beaumont… - Nature …, 2019 - nature.com
Being a morning person is a behavioural indicator of a person’s underlying circadian rhythm.
Using genome-wide data from 697,828 UK Biobank and 23andMe participants we …

Maternal and fetal genetic effects on birth weight and their relevance to cardio-metabolic risk factors

NM Warrington, RN Beaumont, M Horikoshi, FR Day… - Nature …, 2019 - nature.com
Birth weight variation is influenced by fetal and maternal genetic and non-genetic factors,
and has been reproducibly associated with future cardio-metabolic health outcomes. In …

Using human genetics to understand the disease impacts of testosterone in men and women

…, DJ Thompson, AR Wood, A Mahajan, RN Beaumont… - Nature medicine, 2020 - nature.com
Testosterone supplementation is commonly used for its effects on sexual function, bone
health and body composition, yet its effects on disease outcomes are unknown. To better …

A multi‐component social skills intervention for children with Asperger syndrome: The Junior Detective Training Program

R Beaumont, K Sofronoff - Journal of Child Psychology and …, 2008 - Wiley Online Library
Background: The study aimed to investigate the effectiveness of a new multi‐component
social skills intervention for children with Asperger syndrome (AS): The Junior Detective …