JH
Jonathan Heek
cs.LGcs.CVstat.MLcs.AIphysics.ao-phcs.CLcs.NEDeep Learning
On Valency
published · living versionsW_8dhkmaf9·v1 · currentpublished
MetNet: A Neural Weather Model for Precipitation Forecasting
with Casper Kaae Sønderby, Lasse Espeholt, Mostafa Dehghani, Avital Oliver +4
1 version
Preprints & journals
16 papers in the corpus · 2019–2026Dual-Rate Diffusion: Accelerating diffusion models with an interleaved heavy-light network2605.18190v1 · Grigory Bartosh, David Ruhe, Emiel Hoogeboom et al.2026 · 0 citationsarXiv
Beyond Single Tokens: Distilling Discrete Diffusion Models via Discrete MMD2603.20155v1 · Emiel Hoogeboom, David Ruhe, Jonathan Heek et al.2026 · 0 citationsarXiv
Unified Latents (UL): How to train your latents2602.17270v1 · Jonathan Heek, Emiel Hoogeboom, Thomas Mensink et al.2026 · 0 citationsarXiv
Model Integrity when Unlearning with T2I Diffusion Models2411.02068v1 · Andrea Schioppa, Emiel Hoogeboom, Jonathan Heek2024 · 0 citationsarXiv
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion2410.19324v2 · Emiel Hoogeboom, Thomas Mensink, Jonathan Heek et al.2024 · 0 citationsarXiv
Multistep Distillation of Diffusion Models via Moment Matching2406.04103v1 · Tim Salimans, Thomas Mensink, Jonathan Heek et al.2024 · 4 citationsarXiv
Multistep Consistency Models2403.06807v3 · Jonathan Heek, Emiel Hoogeboom, Tim Salimans2024 · 6 citationsarXiv
Rolling Diffusion Models2402.09470v3 · David Ruhe, Jonathan Heek, Tim Salimans et al.2024 · 2 citationsarXiv
Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets2304.02847v2 · Jonas Ngnawe, Marianne Abemgnigni Njifon, Jonathan Heek et al.2023 · 3 citationsarXiv
Scaling Vision Transformers to 22 Billion Parameters2302.05442v1 · Mostafa Dehghani, Josip Djolonga, Basil Mustafa et al.2023 · 112 citationsarXiv
Simple diffusion: End-to-end diffusion for high resolution images2301.11093v2 · Emiel Hoogeboom, Jonathan Heek, Tim Salimans2023 · 47 citationsarXiv
Efficiently Scaling Transformer Inference2211.05102v1 · Reiner Pope, Sholto Douglas, Aakanksha Chowdhery et al.2022 · 113 citationsarXiv
Deep learning for twelve hour precipitation forecasts.36050311 · Espeholt, Lasse, Agrawal, Shreya, Sønderby, Casper et al.2022 · 255 citationsNature communications. 2022;13(1):5145
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks2111.07470v1 · Lasse Espeholt, Shreya Agrawal, Casper S\onderby et al.2021 · 40 citationsarXiv
MetNet: A Neural Weather Model for Precipitation Forecasting2003.12140v2 · Casper Kaae S\onderby, Lasse Espeholt, Jonathan Heek et al.2020 · 295 citationsarXivon Valency
Bayesian Inference for Large Scale Image Classification1908.03491v1 · Jonathan Heek, Nal Kalchbrenner2019 · 20 citationsarXiv
Career total: 17 works. 16 are in this corpus.
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