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Ben Poole — most-cited papers & profile · Generative Models
← authors
·
overview
Ben Poole
23
papers ·
4975
citations ·
36
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Categorical Reparameterization with Gumbel-Softmax
2016 · 3242 citations
DreamFusion: Text-to-3D using 2D Diffusion
2022 · 468 citations
Unrolled Generative Adversarial Networks
2016 · 426 citations
Imagen Video: High Definition Video Generation with Diffusion Models
2022 · 346 citations
Variational Diffusion Models
2021 · 282 citations
Improved generator objectives for GANs
2016 · 52 citations
Fixing a Broken ELBO
2017 · 44 citations
Diffusion Self-Guidance for Controllable Image Generation
2023 · 42 citations
Video Interpolation with Diffusion Models
2024 · 26 citations
Preventing Posterior Collapse with delta-VAEs
2019 · 13 citations
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
2024 · 11 citations
Regularized Autoencoders via Relaxed Injective Probability Flow
2020 · 10 citations
Non-saturating GAN training as divergence minimization
2020 · 8 citations
On Implicit Regularization in $e̱ta$-VAEs
2020 · 4 citations
Learning a Diffusion Prior for NeRFs
2023 · 1 citations
Top co-authors
Aleksander Holynski
· 4
Alexander A. Alemi
· 4
Jonathan T. Barron
· 4
Tim Salimans
· 3
Abhishek Kumar
· 2
Alexei A. Efros
· 2
Ben Mildenhall
· 2
Dave Epstein
· 2
Diederik P. Kingma
· 2
Ian Fischer
· 2
Jascha Sohl-Dickstein
· 2
Joshua V. Dillon
· 2
Topics
Diffusion Models
Training & Sampling
3D & NeRF Generation
stat.ML
Text-to-Image
cs.IT
GANs
eess.SP
cond-mat.stat-mech
stat.AP