Distributed variational inference in sparse Gaussian process regression and latent variable models by Gal, Y

What uncertainties do we need in Bayesian deep learning for computer vision? by Kendall, A, Gal, Y

Real time image saliency for black box classifiers by Dabkowski, P, Gal, Y

A theoretically grounded application of dropout in recurrent neural networks by Gal, Y, Ghahramani, Z

A Systematic Bayesian Treatment of the IBM Alignment Models by Gal, Y, Blunsom, P

Dropout inference in Bayesian neural networks with alpha-divergences by Li, Y, Gal, Y

Domain invariant representation learning with domain density transformations by Nguyen, AT, Tran, T, Gal, Y, Baydin, AG

Concrete dropout by Gal, Y, Hron, J, Kendall, A

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics by Cipolla, R, Gal, Y, Kendall, A

Inter-domain deep Gaussian processes by Rudner, TGJ, Sejdinovic, D, Gal, Y

Deep Bayesian active learning with image data by Gal, Y, Islam, R, Ghahramani, Z

Detecting hallucinations in large language models using semantic entropy by Farquhar, S, Kossen, J, Kuhn, L, Gal, Y

KL guided domain adaptation by Nguyen, AT, Tran, T, Gal, Y, Torr, PHS, Baydin, AG

KL guided domain adaptation by Nguyen, AT, Tran, T, Gal, Y, Torr, P, Baydin, AG

Baryons as solitons in the meson spectrum: a machine learning perspective by Gal, Y, Jejjala, V, Mayorga Peña, DK, Mishra, C

Learning dynamics and generalization in reinforcement learning by Lyle, C, Rowland, M, Dabney, W, Kwiatkowska, M, Gal, Y

Deep deterministic uncertainty: a new simple baseline by Mukhoti, J, Kirsch, A, Van Amersfoort, J, Torr, P, Gal, Y

Uncertainty quantification with statistical guarantees in end-to-end autonomous driving control by Michelmore, R, Wicker, M, Laurenti, L, Cardelli, L, Gal, Y, Kwiatkowska, M

VariBAD: a very good method for Bayes-adaptive deep RL via meta-learning by Zintgraf, L, Shiarlis, K, Igl, M, Schulze, S, Gal, Y, Hofmann, K, Whiteson, S

BRUNO: A deep recurrent model for exchangeable data by Korshunova, I, Degrave, J, Huszár, F, Gal, Y, Gretton, A, Dambre, J