Yarin Gal
University of Oxford
H-index: 55
Europe-United Kingdom
Top articles of Yarin Gal
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Machine learning for functional protein design | Pascal Notin Nathan Rollins Yarin Gal Chris Sander Debora Marks | 2024/2 | |
Explaining Explainability: Understanding Concept Activation Vectors | arXiv preprint arXiv:2404.03713 | Angus Nicolson Lisa Schut J Alison Noble Yarin Gal | 2024/4/4 |
Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms | The Astrophysical Journal Supplement Series | Andrés Muñoz-Jaramillo Anna Jungbluth Xavier Gitiaux Paul J Wright Carl Shneider | 2024/3/26 |
Bayesian preference elicitation with language models | arXiv preprint arXiv:2403.05534 | Kunal Handa Yarin Gal Ellie Pavlick Noah Goodman Jacob Andreas | 2024/3/8 |
ProteinNPT: improving protein property prediction and design with non-parametric transformers | Advances in Neural Information Processing Systems | Pascal Notin Ruben Weitzman Debora Marks Yarin Gal | 2024/2/13 |
In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jannik Kossen Yarin Gal Tom Rainforth | 2023 | |
Deep Deterministic Uncertainty: A New Simple Baseline | Jishnu Mukhoti Andreas Kirsch Joost van Amersfoort Philip HS Torr Yarin Gal | 2023 | |
DyNeMoC: A semi-supervised architecture for classifying time series brain data | Abu Mohammad Shabbir Khan Chetan Gohil Pascal Notin Joost van Amersfoort Mark Woolrich | 2023/4/22 | |
Model Dementia: Generated Data Makes Models Forget | arXiv e-prints | Ilia Shumailov Zakhar Shumaylov Yiren Zhao Yarin Gal Nicolas Papernot | 2023/5 |
Precipitation-Triggered Landslide Prediction in Nepal Using Machine Learning and Deep Learning | Kelsey Doerksen Yarin Gal Freddie Kalaitzis Cristian Rossi David Petit | 2023/7/16 | |
LLM Censorship: The Problem and its Limitations | David Glukhov Ilia Shumailov Yarin Gal Nicolas Papernot Vardan Papyan | 2023/10/13 | |
Multi-spectral multi-image super-resolution of Sentinel-2 with radiometric consistency losses and its effect on building delineation | ISPRS Journal of Photogrammetry and Remote Sensing | Muhammed T Razzak Gonzalo Mateo-García Gurvan Lecuyer Luis Gómez-Chova Yarin Gal | 2023/1/1 |
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design | Advances in Neural Information Processing Systems | Pascal Notin Aaron Kollasch Daniel Ritter Lood Van Niekerk Steffanie Paul | 2024/2/13 |
Global Geomagnetic Perturbation Forecasting Using Deep Learning | Banafsheh Ferdousi Vishal Upendran Panagiotis Tigas Téo Bloch Mark Cheung | 2023/2/22 | |
The curse of recursion: training on generated data makes models forget. Arxiv | arXiv preprint arXiv:2305.17493 | Ilia Shumailov Zakhar Shumaylov Yiren Zhao Yarin Gal Nicolas Papernot | 2023/5/27 |
DiscoBAX Discovery of optimal intervention sets in genomic experiment design | Clare Lyle Arash Mehrjou Pascal Notin Andrew Jesson Stefan Bauer | 2023/7/3 | |
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions | arXiv preprint arXiv:2309.15840 | Lorenzo Pacchiardi Alex J Chan Sören Mindermann Ilan Moscovitz Alexa Y Pan | 2023/9/26 |
Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements | arXiv preprint arXiv:2311.00444 | Peter A Zachares Vahan Hovhannisyan Alan Mosca Yarin Gal | 2023/11/1 |
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation | arXiv preprint arXiv:2302.09664 | Lorenz Kuhn Yarin Gal Sebastian Farquhar | 2023/2/19 |
Prediction-Oriented Bayesian Active Learning | Freddie Bickford Smith Andreas Kirsch Sebastian Farquhar Yarin Gal Adam Foster | 2023/4/11 |
Co-Authors
