User profiles for R. Beaumont
Robin BeaumontVerified 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 …
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-…
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, …
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. …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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 …
social skills intervention for children with Asperger syndrome (AS): The Junior Detective …