LE
Lasse Espeholt
cs.LGcs.AIstat.MLcs.CLphysics.ao-phcs.CVcs.IRcs.NEDeep Learning
On Valency
published · living versionsW_8dhkmaf9·v1 · currentpublished
MetNet: A Neural Weather Model for Precipitation Forecasting
with Casper Kaae Sønderby, Jonathan Heek, Mostafa Dehghani, Avital Oliver +4
1 version
Preprints & journals
13 papers in the corpus · 2015–2023Deep Learning for Day Forecasts from Sparse Observations2306.06079v3 · Marcin Andrychowicz, Lasse Espeholt, Di Li et al.2023 · 43 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
Boosting Search Engines with Interactive Agents2109.00527v3 · Leonard Adolphs, Benjamin Boerschinger, Christian Buck et al.2021 · 9 citationsarXiv
Agent-Centric Representations for Multi-Agent Reinforcement Learning2104.09402v1 · Wenling Shang, Lasse Espeholt, Anton Raichuk et al.2021 · 6 citationsarXiv
MetNet: A Neural Weather Model for Precipitation Forecasting2003.12140v2 · Casper Kaae S\onderby, Lasse Espeholt, Jonathan Heek et al.2020 · 295 citationsarXivon Valency
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference1910.06591v2 · Lasse Espeholt, Raphael Marinier, Piotr Stanczyk et al.2019 · 71 citationsarXiv
Google Research Football: A Novel Reinforcement Learning Environment1907.11180v2 · Karol Kurach, Anton Raichuk, Piotr Sta'nczyk et al.2019 · 314 citationsarXiv
Multi-task Deep Reinforcement Learning with PopArt1809.04474v1 · Matteo Hessel, Hubert Soyer, Lasse Espeholt et al.2018 · 233 citationsarXiv
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures1802.01561v3 · Lasse Espeholt, Hubert Soyer, Remi Munos et al.2018 · 849 citationsarXiv
Neural Machine Translation in Linear Time1610.10099v2 · Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan et al.2016 · 414 citationsarXiv
Conditional Image Generation with PixelCNN Decoders1606.05328v2 · Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals et al.2016 · 1,833 citationsarXiv
Teaching Machines to Read and Comprehend1506.03340v3 · Karl Moritz Hermann, Tom'as Kocisk'y, Edward Grefenstette et al.2015 · 2,780 citationsarXiv
Career total: 13 works. 13 are in this corpus.
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