Diederik P. Kingma

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text

Computing, Computer Science, Machine Learning +16

An Introduction to Variational Autoencoders

Diederik P. Kingma, Max Welling · Foundations and Trends® in Machine Learning · 2019 · 2.5K citations · Full text

Computing, Computer Science, Machine Learning +7

Semi-Supervised Learning with Deep Generative Models

Diederik P. Kingma, Danilo Jimenez Rezende, Shakir Mohamed et al. · UvA-DARE (University of Amsterdam) · 2014 · 1.5K citations · Full text

Computing, Computer Science, Knowledge Representation +11

Score-Based Generative Modeling through Stochastic Differential Equations

Yang Song, Jascha Sohl‐Dickstein, Diederik P. Kingma et al. · arXiv (Cornell University) · 2020 · 1.3K citations · Full text

Engineering, Computer Science, Statistical Modeling +15