Emiel Hoogeboom

Computer Science · Physical Sciences

13h-index674citations38works0.52yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(19), Music and Audio Processing(8), Model Reduction and Neural Networks(6), Domain Adaptation and Few-Shot Learning(6), Algorithms and Data Compression(4)

Publications38 total

Unified Latents (UL): How to train your latents
ArXiv.org·2026Open Access
Unified Latents (UL): How to train your latents
arXiv (Cornell University)·2026Open Access
Simpler Diffusion: 1.5 FID on ImageNet512 with pixel-space diffusion
2025· 1 cited
Model Integrity when Unlearning with T2I Diffusion Models
arXiv (Cornell University)·2024Open Access
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion
arXiv (Cornell University)·2024Open Access
Multistep Distillation of Diffusion Models via Moment Matching
arXiv (Cornell University)·2024Open Access
Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations
arXiv (Cornell University)·2024Open Access
Multistep Consistency Models
arXiv (Cornell University)·2024· 3 citedOpen Access
Rolling Diffusion Models
arXiv (Cornell University)·2024· 1 citedOpen Access
Multistep Distillation of Diffusion Models via Moment Matching
2024
The Latent Doctor Model for Modeling Inter-Observer Variability
IEEE Journal of Biomedical and Health Informatics·2023· 3 citedOpen Access
DORSal: Diffusion for Object-centric Representations of Scenes et al
arXiv (Cornell University)·2023· 1 citedOpen Access
High-Fidelity Image Compression with Score-based Generative Models
arXiv (Cornell University)·2023· 11 citedOpen Access
Simple diffusion: End-to-end diffusion for high resolution images
arXiv (Cornell University)·2023· 27 citedOpen Access
Blurring Diffusion Models
arXiv (Cornell University)·2022· 11 citedOpen Access
Equivariant Diffusion for Molecule Generation in 3D
arXiv (Cornell University)·2022· 118 citedOpen Access
Autoregressive Diffusion Models
arXiv (Cornell University)·2021· 1 citedOpen Access
Discrete Denoising Flows
ArXiv.org·2021Open Access
Self Normalizing Flows
UvA-DARE (University of Amsterdam)·2021Open Access
E(n) Equivariant Normalizing Flows
arXiv (Cornell University)·2021· 7 citedOpen Access
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Frequent Co-authors

Max Welling(18), Tim Salimans(9), Priyank Jaini(8), Jonathan Heek(8), Didrik Nielsen(6), Patrick Forré(6), Thomas Mensink(6), Victor García Satorras(5), Jorn W. T. Peters(5), Rianne van den Berg(4), Ole Winther(2), Fabian B. Fuchs(2), Ingmar Posner(2), Taco Cohen(2), Jakub M. Tomczak(2), Kay Lamerigts(2), Ruiqi Gao(2), Timothy A. Keller(2), Jonathan Heek(2), Zach Singer(2)