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Kenji Fukumizu — most-cited papers & profile · Generative Models
← authors
·
overview
Kenji Fukumizu
11
papers ·
26
citations ·
44
h-index
Fujitsu (Japan) · The Institute of Statistical Mathematics · Fujitsu (China)
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Most-cited papers
Smoothness and Stability in GANs
2020 · 20 citations
Selecting the Best in GANs Family: a Post Selection Inference Framework
2018 · 2 citations
The equivalence between Stein variational gradient descent and black-box variational inference
2020 · 1 citations
Towards Principled Causal Effect Estimation by Deep Identifiable Models
2021 · 1 citations
Flow Matching from Viewpoint of Proximal Operators
2026
DoubleGen: Debiased Generative Modeling of Counterfactuals
2025
Diffusion Models with Double Guidance: Generate with aggregated datasets
2025
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
2023
Flow matching achieves almost minimax optimal convergence
2024
Top co-authors
Casey Chu
· 2
Kentaro Minami
· 2
Alex Luedtke
· 1
Denny Wu
· 1
Han Bao
· 1
Ichiro Takeuchi
· 1
Kazusato Oko
· 1
Kenta Oono
· 1
Makoto Yamada
· 1
Masanori Koyama
· 1
Nisha Chandramoorthy
· 1
Noboru Isobe
· 1
Topics
Training & Sampling
Diffusion Models
GANs
Conditioning & Control
cond-mat.stat-mech
cs.NA
math.NA
cs.IT
eess.SP
stat.ML