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Sebastian Nowozin — most-cited papers & profile · Generative Models
← authors
·
overview
Sebastian Nowozin
13
papers ·
1603
citations ·
49
h-index
Microsoft Research (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
2016 · 610 citations
Stabilizing Training of Generative Adversarial Networks through Regularization
2017 · 209 citations
The Numerics of GANs
2017 · 188 citations
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks
2017 · 160 citations
Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations
2017 · 136 citations
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations
2019 · 8 citations
Top co-authors
Andreas Geiger
· 2
Lars Mescheder
· 2
Ryota Tomioka
· 2
Aurelien Lucchi
· 1
Botond Cseke
· 1
Diane Bouchacourt
· 1
Jan St\"uhmer
· 1
Kevin Roth
· 1
Richard E. Turner
· 1
Thomas Hofmann
· 1
Topics
Training & Sampling
GANs
cs.IT
eess.SP
stat.ML