Dropout as a Bayesian Approximation: Representing Model Uncertainty in\n Deep Learning
Yarin Gal, Zoubin Ghahramani · arXiv (Cornell University) · 2015
Cited by 4,067Open access
Author · Oxford Research Group
Yarin Gal
- Works
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Most-cited papers
Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
Roberto Cipolla, Yarin Gal, Alex Kendall · Apollo · 2018
Cited by 2,701Open access
AI models collapse when trained on recursively generated data
Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao et al. · Nature · 2024
Cited by 465Open access
Detecting hallucinations in large language models using semantic entropy
Sebastian Farquhar, Jannik Kossen, Lorenz Kuhn et al. · Nature · 2024
Cited by 437Open access
Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies
Mike Walmsley, Chris Lintott, Tobias Géron et al. · Monthly Notices of the Royal Astronomical Society · 2021
Cited by 177Open access
Technology readiness levels for machine learning systems
Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic et al. · Nature Communications · 2022
Cited by 150Open access
Deep Deterministic Uncertainty: A New Simple Baseline
Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort et al. · 2023
Cited by 76
Mixtures of large-scale dynamic functional brain network modes
Chetan Gohil, Evan Roberts, Ryan C. Timms et al. · NeuroImage · 2022
Cited by 48Open access
FDL: Mission Support Challenge
Luís F. Simões, Ben Day, Vinutha M. Shreenath et al. · arXiv (Cornell University) · 2019
Cited by 1Open access
A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
George Altman, Janvi Ahuja, Joshua Teperowski Monrad et al. · Figshare · 2021
Cited by 1Open access
A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
George Altman, Janvi Ahuja, Joshua Teperowski Monrad et al. · Figshare · 2021
Cited by 0Open access
A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
George Altman, Janvi Ahuja, Joshua Teperowski Monrad et al. · Figshare · 2021
Cited by 0Open access