Diederik P. Kingma

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Papers (14)

1. Imagen Video: High Definition Video Generation with Diffusion Models cs.CV · 2022 · author #7
2. Score-Based Generative Modeling through Stochastic Differential Equations cs.LG · 2020 · author #3
3. Glow: Generative Flow with Invertible 1x1 Convolutions stat.ML · 2018 · author #1
4. Learning Sparse Neural Networks through $L_0$ Regularization stat.ML · 2017 · author #3
5. PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications cs.LG · 2017 · author #4
6. Variational Lossy Autoencoder cs.LG · 2016 · author #2
7. Improving Variational Inference with Inverse Autoregressive Flow cs.LG · 2016 · author #1
8. Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks cs.LG · 2016 · author #2
9. Variational Dropout and the Local Reparameterization Trick stat.ML · 2015 · author #1
10. Note on Equivalence Between Recurrent Neural Network Time Series Models and Variational Bayesian Models cs.LG · 2015 · author #2
11. Adam: A Method for Stochastic Optimization cs.LG · 2014 · author #1
12. Markov Chain Monte Carlo and Variational Inference: Bridging the Gap stat.CO · 2014 · author #2
13. Semi-Supervised Learning with Deep Generative Models cs.LG · 2014 · author #1
14. Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets cs.LG · 2014 · author #1

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Frequent Coauthors

• Tim Salimans 7 shared papers
• Max Welling 6 shared papers
• Xi Chen 3 shared papers
• Ben Poole 2 shared papers
• Ilya Sutskever 2 shared papers
• Jascha Sohl-Dickstein 2 shared papers
• Prafulla Dhariwal 2 shared papers
• Abhishek Kumar 1 shared papers
• Alexey Gritsenko 1 shared papers
• Andrej Karpathy 1 shared papers
• Chitwan Saharia 1 shared papers
• Christos Louizos 1 shared papers
• Danilo J. Rezende 1 shared papers
• David J. Fleet 1 shared papers
• Jay Whang 1 shared papers
• Jimmy Ba 1 shared papers
• John Schulman 1 shared papers
• Jonathan Ho 1 shared papers
• Mohammad Norouzi 1 shared papers
• Pieter Abbeel 1 shared papers