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Michael U. Gutmann — most-cited papers & profile · Generative Models
← authors
·
overview
Michael U. Gutmann
5
papers ·
285
citations ·
27
h-index
University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
2017 · 276 citations
Generative Ratio Matching Networks
2018 · 4 citations
Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling
2023 · 1 citations
Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families
2024 · 1 citations
Top co-authors
Akash Srivastava
· 2
Charles Sutton
· 2
Vaidotas Simkus
· 2
Chris Russell
· 1
Kai Xu
· 1
Lazar Valkov
· 1
Topics
Training & Sampling
GANs
Conditioning & Control
cs.IT
eess.SP
math.IT