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Arno Solin — most-cited papers & profile · Generative Models
← authors
·
overview
Arno Solin
23
papers ·
152
citations ·
20
h-index
Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Fourier features for Gaussian processes
2016 · 97 citations
Generative Modelling With Inverse Heat Dissipation
2022 · 11 citations
Pioneer Networks: Progressively Growing Generative Autoencoder
2018 · 4 citations
Variational Gaussian Process Diffusion Processes
2023 · 1 citations
Memory-Based Dual Gaussian Processes for Sequential Learning
2023 · 1 citations
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
2024
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders
2019
Deep Automodulators
2019
Towards Improved Learning in Gaussian Processes: The Best of Two Worlds
2022
Improving Discrete Diffusion Models via Structured Preferential Generation
2024
Top co-authors
Ari Heljakka
· 3
Juho Kannala
· 3
Markus Heinonen
· 3
Severi Rissanen
· 3
Prakhar Verma
· 2
James Hensman
· 1
Mohammad Emtiyaz Khan
· 1
Nicolas Durrande
· 1
Paul E. Chang
· 1
Rui Li
· 1
S.T. John
· 1
ST John
· 1
Topics
Diffusion Models
Training & Sampling
stat.AP
GANs
cs.NA
math.ST
Audio Generation