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Nikolay Malkin — most-cited papers & profile · Generative Models
← authors
·
overview
Nikolay Malkin
19
papers ·
89
citations ·
9
h-index
Edinburgh College · Chancellor University · University of Edinburgh
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Most-cited papers
Diffusion models as plug-and-play priors
2022 · 42 citations
Improving and generalizing flow-based generative models with minibatch optimal transport
2023 · 31 citations
A theory of continuous generative flow networks
2023 · 6 citations
On Designing Diffusion Autoencoders for Efficient Generation and Representation Learning
2025
Adaptive Destruction Processes for Diffusion Samplers
2025
Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models
2025
GFlowNet-EM for learning compositional latent variable models
2023
Top co-authors
Yoshua Bengio
· 4
Alexandros Graikos
· 2
Alexander Tong
· 1
Alexandra Volokhova
· 1
Alexey Naumov
· 1
Alex Hern\'andez-Garc\'ia
· 1
Daniil Tiapkin
· 1
Dimitris Samaras
· 1
Dinghuai Zhang
· 1
Dmitry Vetrov
· 1
Edward J. Hu
· 1
Glen Berseth
· 1
Topics
Training & Sampling
Diffusion Models
Conditioning & Control
GANs
Audio Generation
cond-mat.stat-mech