NK
Nal Kalchbrenner
cs.LGcs.CVcs.CLstat.MLcs.NEphysics.ao-phcs.AIcs.SDeess.AScs.GR
On Valency
published · living versionsW_75tp5chr·v1 · currentpublished
Axial Attention in Multidimensional Transformers
with Jonathan Ho, Dirk Weissenborn, Tim Salimans
1 version
W_byxee644·v1published
W_8dhkmaf9·v1published
Preprints & journals
30 papers in the corpus · 2013–2025An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting2510.13050v1 · Shreya Agrawal, Mohammed Alewi Hassen, Emmanuel Asiedu Brempong et al.2025 · 0 citationsarXiv
Deep 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
Do better ImageNet classifiers assess perceptual similarity better?2203.04946v3 · Manoj Kumar, Neil Houlsby, Nal Kalchbrenner et al.2022 · 13 citationsarXiv
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks2111.07470v1 · Lasse Espeholt, Shreya Agrawal, Casper S\onderby et al.2021 · 40 citationsarXiv
Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent2106.06080v2 · Samira Abnar, Rianne van den Berg, Golnaz Ghiasi et al.2021 · 5 citationsarXiv
Towards Causal Representation Learning2102.11107v1 · Bernhard Scholkopf, Francesco Locatello, Stefan Bauer et al.2021 · 65 citationsarXiv
Colorization Transformer2102.04432v2 · Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner2021 · 111 citationsarXiv
A Spectral Energy Distance for Parallel Speech Synthesis2008.01160v2 · Alexey A. Gritsenko, Tim Salimans, Rianne van den Berg et al.2020 · 40 citationsarXiv
Deep Learning Based Text Classification: A Comprehensive Review2004.03705v3 · Shervin Minaee, Nal Kalchbrenner, Erik Cambria et al.2020 · 385 citationsarXiv
MetNet: A Neural Weather Model for Precipitation Forecasting2003.12140v2 · Casper Kaae S\onderby, Lasse Espeholt, Jonathan Heek et al.2020 · 295 citationsarXivon Valency
Axial Attention in Multidimensional Transformers1912.12180v1 · Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn et al.2019 · 370 citationsarXivon Valency
Bayesian Inference for Large Scale Image Classification1908.03491v1 · Jonathan Heek, Nal Kalchbrenner2019 · 20 citationsarXiv
Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling1812.01608v1 · Jacob Menick, Nal Kalchbrenner2018 · 94 citationsarXiv
Tensor2Tensor for Neural Machine Translation1803.07416v1 · Ashish Vaswani, Samy Bengio, Eugene Brevdo et al.2018 · 205 citationsarXiv
Efficient Neural Audio Synthesis1802.08435v2 · Nal Kalchbrenner, Erich Elsen, Karen Simonyan et al.2018 · 526 citationsarXiv
Parallel WaveNet: Fast High-Fidelity Speech Synthesis1711.10433v1 · Aaron van den Oord, Yazhe Li, Igor Babuschkin et al.2017 · 518 citationsarXiv
Parallel Multiscale Autoregressive Density Estimation1703.03664v1 · Scott Reed, Aaron van den Oord, Nal Kalchbrenner et al.2017 · 138 citationsarXiv
Neural Machine Translation in Linear Time1610.10099v2 · Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan et al.2016 · 414 citationsarXiv
Video Pixel Networks1610.00527v1 · Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan et al.2016 · 171 citationsarXivon Valency
WaveNet: A Generative Model for Raw Audio1609.03499v2 · Aaron van den Oord, Sander Dieleman, Heiga Zen et al.2016 · 4,911 citationsarXiv
Conditional Image Generation with PixelCNN Decoders1606.05328v2 · Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals et al.2016 · 1,833 citationsarXiv
Associative Long Short-Term Memory1602.03032v2 · Ivo Danihelka, Greg Wayne, Benigno Uria et al.2016 · 153 citationsarXiv
Mastering the game of Go with deep neural networks and tree search.26819042 · Silver, David, Huang, Aja, Maddison, Chris J et al.2016 · 15,596 citationsNature. 2016;529(7587):484-9
Pixel Recurrent Neural Networks1601.06759v3 · Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu2016 · 1,437 citationsarXivon Valency
Grid Long Short-Term Memory1507.01526v3 · Nal Kalchbrenner, Ivo Danihelka, Alex Graves2015 · 275 citationsarXiv
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning1408.6181v1 · Dimitri Kartsaklis, Nal Kalchbrenner, Mehrnoosh Sadrzadeh2014 · 16 citationsProceedings of ACL 2014, Vol. 2:Short Papers, pp:212-217
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network1406.3830v1 · Misha Denil, Alban Demiraj, Nal Kalchbrenner et al.2014 · 85 citationsarXiv
A Convolutional Neural Network for Modelling Sentences1404.2188v1 · Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom2014 · 3,810 citationsarXiv
Recurrent Convolutional Neural Networks for Discourse Compositionality1306.3584v1 · Nal Kalchbrenner, Phil Blunsom2013 · 214 citationsarXiv
Career total: 42 works. 30 are in this corpus.
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