Yarin Gal

Oxford, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 24 publications

Measuring large language model uncertainty in women's health using semantic entropy and perplexity: a comparative study.

Measuring large language model uncertainty in women's health using semantic entropy and perplexity: a comparative study.

Journal: The Lancet. Obstetrics, gynaecology, & women's health

Published: July 06, 2026

Customizable AI systems that anyone can adapt bring big opportunities - and even bigger risks.

Customizable AI systems that anyone can adapt bring big opportunities - and even bigger risks.

Journal: Nature

Published: October 07, 2025

Hybrid physics-machine learning models for quantitative electron diffraction refinements.

Hybrid physics-machine learning models for quantitative electron diffraction refinements.

Journal: Nature communications

Published: August 06, 2025

Author Correction: AI models collapse when trained on recursively generated data.

Author Correction: AI models collapse when trained on recursively generated data.

Journal: Nature

Published: March 22, 2025

The human factor in explainable artificial intelligence: clinician variability in trust, reliance, and performance.

The human factor in explainable artificial intelligence: clinician variability in trust, reliance, and performance.

Journal: NPJ digital medicine

Published: February 06, 2025

ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers.

ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers.

Journal: bioRxiv : the preprint server for biology

Published: December 18, 2023

ProteinGym: Large-Scale Benchmarks for Protein Design and Fitness Prediction.

ProteinGym: Large-Scale Benchmarks for Protein Design and Fitness Prediction.

Journal: bioRxiv : the preprint server for biology

Published: December 18, 2023

AI models collapse when trained on recursively generated data.

AI models collapse when trained on recursively generated data.

Journal: Nature

Published: October 20, 2023

Detecting hallucinations in large language models using semantic entropy.

Detecting hallucinations in large language models using semantic entropy.

Journal: Nature

Published: July 17, 2023

Machine learning for functional protein design.

Machine learning for functional protein design.

Journal: Nature biotechnology

Published: July 01, 2023

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.

Journal: The journal of machine learning for biomedical imaging

Published: March 31, 2023

Learning from prepandemic data to forecast viral escape.

Learning from prepandemic data to forecast viral escape.

Journal: Nature

Published: July 20, 2022

Showing 1-12 of 24

Last Updated: 09/26/2026