Yarin Gal

Yarin Gal

University of Oxford - Oxford / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 1074787
person_outline Yarin Gal's MOST POPULAR ARTICLES
1-) Dropout as a Bayesian approximation: Representing model uncertainty in deep learningY Gal, Z GhahramaniProceedings of the 33rd International Conference on Machine Learning (ICML-16), 201565132015
2-) What uncertainties do we need in Bayesian deep learning for computer vision?A Kendall, Y GalAdvances in neural information processing systems, 5574-5584, 201733492017
3-) Multi-task learning using uncertainty to weigh losses for scene geometry and semanticsA Kendall, Y Gal, R CipollaProceedings of the IEEE Conference on Computer Vision and Pattern …, 201819902018
4-) Uncertainty in Deep LearningY GalUniversity of Cambridge, 201621012016
5-) A theoretically grounded application of dropout in recurrent neural networksY Gal, Z GhahramaniAdvances in neural information processing systems 29, 1019-1027, 201620732016