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Dmitry Vetrov — most-cited papers & profile · Generative Models
← authors
·
overview
Dmitry Vetrov
27
papers ·
507
citations ·
26
h-index
Constructor University · Constructing Excellence
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Dropout Sparsifies Deep Neural Networks
2017 · 348 citations
Variational Autoencoder with Arbitrary Conditioning
2018 · 67 citations
The Deep Weight Prior
2018 · 16 citations
Metropolis-Hastings view on variational inference and adversarial training
2018 · 9 citations
Variational Dropout via Empirical Bayes
2018 · 7 citations
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models
2019 · 6 citations
Doubly Semi-Implicit Variational Inference
2018 · 4 citations
Deterministic Decoding for Discrete Data in Variational Autoencoders
2020 · 4 citations
Importance Weighted Hierarchical Variational Inference
2019 · 3 citations
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
2024 · 3 citations
Pairwise Augmented GANs with Adversarial Reconstruction Loss
2018 · 2 citations
Neural Diffusion Models
2023 · 1 citations
Adaptive Destruction Processes for Diffusion Samplers
2025
User-Controllable Multi-Texture Synthesis with Generative Adversarial Networks
2019
Star-Shaped Denoising Diffusion Probabilistic Models
2023
Top co-authors
Dmitry Molchanov
· 4
Aibek Alanov
· 3
Grigory Bartosh
· 3
Arsenii Ashukha
· 2
Christian A. Naesseth
· 2
Daniil Polykovskiy
· 2
Daniil Yashkov
· 2
Max Kochurov
· 2
Valery Kharitonov
· 2
Alexander Zhebrak
· 1
Alexey Naumov
· 1
Andrei Atanov
· 1
Topics
Training & Sampling
Diffusion Models
GANs
stat.ML
cs.IT
stat.AP
Conditioning & Control
cs.NA
3D & NeRF Generation
stat.TH