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Max Welling — most-cited papers & profile · Generative Models
← authors
·
overview
Max Welling
48
papers ·
10411
citations ·
85
h-index
Amsterdam University of Applied Sciences
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Graph Auto-Encoders
2016 · 897 citations
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
2017 · 237 citations
Improving Variational Inference with Inverse Autoregressive Flow
2016 · 186 citations
Improving Variational Auto-Encoders using Householder Flow
2016 · 83 citations
DIVA: Domain Invariant Variational Autoencoders
2019 · 67 citations
VAE with a VampPrior
2017 · 60 citations
Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors
2016 · 59 citations
Emerging Convolutions for Generative Normalizing Flows
2019 · 43 citations
Sylvester Normalizing Flows for Variational Inference
2018 · 39 citations
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions
2021 · 36 citations
Sinkhorn AutoEncoders
2018 · 30 citations
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows
2020 · 26 citations
Graphical Generative Adversarial Networks
2018 · 17 citations
Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow
2017 · 16 citations
The Deep Weight Prior
2018 · 16 citations
Top co-authors
Jakub M. Tomczak
· 6
Emiel Hoogeboom
· 4
Rianne van den Berg
· 4
Christos Louizos
· 3
Chongxuan Li
· 2
Didrik Nielsen
· 2
Jun Zhu
· 2
Patrick Forr\'e
· 2
Priyank Jaini
· 2
Alexander Moreno
· 1
Andrei Atanov
· 1
Anna Kuzina
· 1
Topics
stat.ML
Training & Sampling
math.NA
eess.SP
GANs
cs.IT
Audio Generation
stat.AP
math.IT
cs.NA