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Variational Auto-Encoders and Extensions
Diederik Kingma
Author Information
Diederik Kingma (U. Amsterdam)
More from the Same Authors
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2022 : On Distillation of Guided Diffusion Models »
Chenlin Meng · Ruiqi Gao · Diederik Kingma · Stefano Ermon · Jonathan Ho · Tim Salimans -
2023 Poster: Understanding Diffusion Objectives as the ELBO with Data Augmentation »
Diederik Kingma · Ruiqi Gao -
2023 Oral: Understanding Diffusion Objectives as the ELBO with Data Augmentation »
Diederik Kingma · Ruiqi Gao -
2021 Poster: Variational Diffusion Models »
Diederik Kingma · Tim Salimans · Ben Poole · Jonathan Ho -
2020 Poster: ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA »
Ilyes Khemakhem · Ricardo Monti · Diederik Kingma · Aapo Hyvarinen -
2020 Spotlight: ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA »
Ilyes Khemakhem · Ricardo Monti · Diederik Kingma · Aapo Hyvarinen -
2018 Poster: Glow: Generative Flow with Invertible 1x1 Convolutions »
Diederik Kingma · Prafulla Dhariwal -
2017 Workshop: Bayesian Deep Learning »
Yarin Gal · José Miguel Hernández-Lobato · Christos Louizos · Andrew Wilson · Andrew Wilson · Diederik Kingma · Zoubin Ghahramani · Kevin Murphy · Max Welling -
2016 Poster: Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks »
Tim Salimans · Diederik Kingma -
2016 Oral: Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks »
Tim Salimans · Diederik Kingma -
2016 Poster: Improving Variational Autoencoders with Inverse Autoregressive Flow »
Diederik Kingma · Tim Salimans · Rafal Jozefowicz · Peter Chen · Xi Chen · Ilya Sutskever · Max Welling -
2015 Poster: Variational Dropout and the Local Reparameterization Trick »
Diederik Kingma · Tim Salimans · Max Welling -
2014 Poster: Semi-supervised Learning with Deep Generative Models »
Diederik Kingma · Shakir Mohamed · Danilo Jimenez Rezende · Max Welling -
2014 Spotlight: Semi-supervised Learning with Deep Generative Models »
Diederik Kingma · Shakir Mohamed · Danilo Jimenez Rezende · Max Welling -
2010 Poster: Regularized estimation of image statistics by Score Matching »
Diederik Kingma · Yann LeCun