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Jakub M. Tomczak — most-cited papers & profile · Generative Models
← authors
·
overview
Jakub M. Tomczak
18
papers ·
425
citations ·
28
h-index
eBay (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hyperspherical Variational Auto-Encoders
2018 · 104 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
Sylvester Normalizing Flows for Variational Inference
2018 · 39 citations
Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow
2017 · 16 citations
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models
2022 · 9 citations
Learning Data Representations with Joint Diffusion Models
2023 · 9 citations
Hierarchical VampPrior Variational Fair Auto-Encoder
2018 · 7 citations
Super-resolution Variational Auto-Encoders
2020 · 7 citations
Exploring Continual Learning of Diffusion Models
2023 · 4 citations
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC
2022 · 3 citations
General Invertible Transformations for Flow-based Generative Modeling
2020 · 1 citations
Hierarchical VAE with a Diffusion-based VampPrior
2024 · 1 citations
Discouraging posterior collapse in hierarchical Variational Autoencoders using context
2023
Top co-authors
Max Welling
· 6
Anna Kuzina
· 5
Kamil Deja
· 3
Tomasz Trzci\'nski
· 2
Christos Louizos
· 1
Florian Shkurti
· 1
Ioannis Gatopoulos
· 1
Leonard Hasenclever
· 1
Luca Falorsi
· 1
Maarten Stol
· 1
Maximilian Ilse
· 1
Micha{\l} Zaj\k{a}c
· 1
Topics
eess.SP
cs.IT
Training & Sampling
Diffusion Models
math.IT
stat.ML
math.NA
cs.NA
Audio Generation
GANs