Diederik P. Kingma
9 papers · 2010–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (14)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(14)
🌟
Keyword Trendsetter Combo
(6)
🌱
Topic Pioneer
🧬
Topic Evolution
📈
Trend Setter
🗃️
Keyword Collector
(52)
🚀
Conference Pioneer
Conferences
NIPS (7)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
generative model
(3)
semi-supervised learning
(2)
normalizing flow
(2)
variational inference
(2)
density estimation
(1)
model distillation
(1)
bayesian learning
(1)
bayesian inference
(1)
approximate inference
(1)
image statistics
(1)
super-resolution
(1)
knowledge distillation
(1)
expectation maximization
(1)
batch normalization
(1)
unsupervised feature learning
(1)
regularization
(1)
image synthesis
(1)
deep learning
(1)
image denoising
(1)
image generation
(1)
Papers
EM Distillation for One-step Diffusion Models
NIPS 2024
Flow Contrastive Estimation of Energy-Based Models
CVPR 2020
Glow: Generative Flow with Invertible 1x1 Convolutions
NIPS 2018
Learning Sparse Neural Networks through L_0 Regularization
ICLR 2018
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
NIPS 2016
Improved Variational Inference with Inverse Autoregressive Flow
NIPS 2016
Variational Dropout and the Local Reparameterization Trick
NIPS 2015
Semi-supervised Learning with Deep Generative Models
NIPS 2014
Regularized estimation of image statistics by Score Matching
NIPS 2010