Shakir Mohamed

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

Irina Higgins, Löıc Matthey, Arka Pal et al. · International Conference on Learning Representations · 2017 · 3.1K citations

Artificial Intelligence, Engineering, Machine Learning +18

Stochastic Backpropagation and Approximate Inference in Deep Generative Models

Danilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

Artificial Intelligence, Deep Neural Networks, Engineering +13

Variational Inference with Normalizing Flows

Danilo Jimenez Rezende, Shakir Mohamed · arXiv (Cornell University) · 2015 · 1.4K citations · Full text

Rich Posterior Approximations, Machine Learning, Engineering +12

A clinically applicable approach to continuous prediction of future acute kidney injury

Nenad Tomašev, Xavier Glorot, Jack W. Rae et al. · Nature · 2019 · 1K citations · Full text

Prognostic Evaluation, Hemodialysis, Renal Function +12

Learning skillful medium-range global weather forecasting

Rémi Lam, Álvaro Sánchez‐González, Matthew Willson et al. · Science · 2023 · 948 citations · Full text

Meteorology, Forecasting Methodology, Hydrological Prediction +13