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Markus Heinonen — most-cited papers & profile · Generative Models
← authors
·
overview
Markus Heinonen
17
papers ·
95
citations ·
20
h-index
Helsinki Institute for Information Technology · Aalto University
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Semantic Scholar ↗
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Most-cited papers
Generative Modelling With Inverse Heat Dissipation
2022 · 11 citations
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings
2017 · 4 citations
Variational multiple shooting for Bayesian ODEs with Gaussian processes
2021 · 3 citations
Diffusion Models as Cartoonists: The Curious Case of High Density Regions
2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
2024
Deep convolutional Gaussian processes
2018
Improving Discrete Diffusion Models via Structured Preferential Generation
2024
Top co-authors
Arno Solin
· 3
Samuel Kaski
· 3
Severi Rissanen
· 3
\c{C}a\u{g}atay Y{\i}ld{\i}z
· 1
Harri L\"ahdesm\"aki
· 1
Kenneth Blomqvist
· 1
Pashupati Hegde
· 1
Rafa{\l} Karczewski
· 1
Sami Remes
· 1
Vikas Garg
· 1
Topics
Diffusion Models
Training & Sampling
stat.AP
stat.ML
math.ST
GANs
cs.NA
Audio Generation