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Jes Frellsen — most-cited papers & profile · Generative Models
← authors
·
overview
Jes Frellsen
16
papers ·
43
citations ·
17
h-index
Pioneer (United States) · Danish Geotechnical Society · Universidad Carlos III de Madrid · Technical University of Denmark
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Most-cited papers
not-MIWAE: Deep Generative Modelling with Missing not at Random Data
2020 · 21 citations
Hierarchical VAEs Know What They Don't Know
2021 · 8 citations
Bounds all around: training energy-based models with bidirectional bounds
2021 · 5 citations
Fast Bayesian Non-Negative Matrix Factorisation and Tri-Factorisation
2016 · 4 citations
Latent Diffusion for Missing Data
2026
Fast Sampling for Flows and Diffusions with Lazy and Point Mass Stochastic Interpolants
2026
Supervised Guidance Training for Infinite-Dimensional Diffusion Models
2026
Exploring bidirectional bounds for minimax-training of Energy-based models
2025
Hyper-Transforming Latent Diffusion Models
2025
Debiasing Guidance for Discrete Diffusion with Sequential Monte Carlo
2025
Uphill Roads to Variational Tightness: Monotonicity and Monte Carlo Objectives
2022
Top co-authors
Cong Geng
· 2
Ignacio Peis
· 2
S{\o}ren Hauberg
· 2
Zhiyong Gao
· 2
Alberte Heering Estad
· 1
Alexander Denker
· 1
and S{\o}ren Hauberg
· 1
Batuhan Koyuncu
· 1
Cheuk Kit Lee
· 1
Elizabeth L. Baker
· 1
Francisco Vargas
· 1
Gabriel Damsholt
· 1
Topics
Diffusion Models
Training & Sampling
Conditioning & Control
GANs
math.ST
stat.AP
stat.TH
stat.ML
cs.IT
eess.SP