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Diederik P. Kingma | Researchclopedia

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Diederik P. Kingma

University of Florida

48

Works

163,236

Citations

31

h-index

39

i10-index

Research Topics

Generative Adversarial Networks and Image Synthesis Gaussian Processes and Bayesian Inference Model Reduction and Neural Networks

Affiliations

Google (United States)2019–2023

Utrecht University2010–2010

University of Florida2025–2025

Google (Switzerland)2020–2020

Brain (Germany)2023–2023

Top Works

Adam: A Method for Stochastic Optimization

Diederik P. Kingma,Jimmy Ba

201484,467 citations

Neural Networks and Applications

Domain Adaptation and Few-Shot Learning

Diederik P. Kingma,Schulman, Rebecca

202149,971 citations

Auto-Encoding Variational Bayes

Diederik P. Kingma,Max Welling

201315,549 citations

An Introduction to Variational Autoencoders

Diederik P. Kingma,Max Welling

20192,393 citations

Fast Kd-Trees for the Kullback-Leibler Divergence and Other Decomposable Bregman Divergences

Diederik P. Kingma,Wagner, Hubert

20252,083 citations

Semi-Supervised Learning with Deep Generative Models

Diederik P. Kingma,Danilo Jimenez Rezende,et al.

20141,521 citations

Score-Based Generative Modeling through Stochastic Differential Equations

Yang Song,Jascha Sohl‐Dickstein,et al.

20201,264 citations

Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks

Tim Salimans,Diederik P. Kingma

2016928 citations

Weight normalization: a simple reparameterization to accelerate training of deep neural networks

Tim Salimans,Diederik P. Kingma

2016715 citations