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N. Kalchbrenner · SciRah

Researcher profile · Semantic Scholar

N. Kalchbrenner

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N. Kalchbrenner — researcher profile on SciRah

h-index: 31
Works: 52
Citations: 49K

Most-cited papers

Mastering the game of Go with deep neural networks and tree search
David Silver, A. Huang, Chris J. Maddison, A. Guez +16 more
2016Nature19K citations Open access
Semantic Scholar
WaveNet: A Generative Model for Raw Audio
A. van den Oord, S. Dieleman, H. Zen, K. Simonyan +5 more
2016Speech Synthesis Workshop8,493 citations
Semantic Scholar
A Convolutional Neural Network for Modelling Sentences
N. Kalchbrenner, Edward Grefenstette, P. Blunsom
2014Annual Meeting of the Association for Computational Linguistics3,668 citations Open access
Semantic Scholar
Pixel Recurrent Neural Networks
A. van den Oord, N. Kalchbrenner, K. Kavukcuoglu
2016International Conference on Machine Learning2,933 citations
Semantic Scholar
Conditional Image Generation with PixelCNN Decoders
A. van den Oord, N. Kalchbrenner, O. Vinyals, L. Espeholt +2 more
2016Neural Information Processing Systems2,850 citations
Semantic Scholar
Toward Causal Representation Learning
B. Schölkopf, Francesco Locatello, Stefan Bauer, N. Ke +3 more
2021Proceedings of the IEEE1,713 citations Open access
Semantic Scholar
Recurrent Continuous Translation Models
N. Kalchbrenner, P. Blunsom
2013Conference on Empirical Methods in Natural Language Processing1,484 citations Open access
Semantic Scholar
Deep Learning--based Text Classification
Shervin Minaee, N. Kalchbrenner, E. Cambria, Narjes Nikzad +2 more
2020ACM Computing Surveys1,389 citations
Semantic Scholar
Efficient Neural Audio Synthesis
N. Kalchbrenner, Erich Elsen, K. Simonyan, Seb Noury +6 more
2018International Conference on Machine Learning945 citations
Semantic Scholar
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
Aäron van den Oord, Ya-Zhe Li, Igor Babuschkin, K. Simonyan +18 more
2017International Conference on Machine Learning923 citations
Semantic Scholar
Axial Attention in Multidimensional Transformers
Jonathan Ho, N. Kalchbrenner, Dirk Weissenborn, T. Salimans
2019arXiv.org706 citations
Semantic Scholar
Neural Machine Translation in Linear Time
N. Kalchbrenner, L. Espeholt, K. Simonyan, A. van den Oord +2 more
2016arXiv.org593 citations
Semantic Scholar
Tensor2Tensor for Neural Machine Translation
Ashish Vaswani, Samy Bengio, E. Brevdo, François Chollet +9 more
2018Conference of the Association for Machine Translation in the Americas556 citations
Semantic Scholar
Video Pixel Networks
N. Kalchbrenner, A. van den Oord, K. Simonyan, I. Danihelka +3 more
2016International Conference on Machine Learning450 citations
Semantic Scholar
MetNet: A Neural Weather Model for Precipitation Forecasting
C. Sønderby, L. Espeholt, J. Heek, Mostafa Dehghani +5 more
2020arXiv.org383 citations
Semantic Scholar
Grid Long Short-Term Memory
N. Kalchbrenner, I. Danihelka, Alex Graves
2015International Conference on Learning Representations378 citations
Semantic Scholar
Towards Causal Representation Learning
B. Schölkopf, Francesco Locatello, Stefan Bauer, N. Ke +3 more
2021arXiv.org369 citations
Semantic Scholar
Deep learning for twelve hour precipitation forecasts
L. Espeholt, Shreya Agrawal, C. Sønderby, M. Kumar +8 more
2022Nature Communications309 citations Open access
Semantic Scholar
Recurrent Convolutional Neural Networks for Discourse Compositionality
N. Kalchbrenner, P. Blunsom
2013CVSM@ACL250 citations
Semantic Scholar
Parallel Multiscale Autoregressive Density Estimation
Scott E. Reed, Aäron van den Oord, N. Kalchbrenner, Sergio Gomez Colmenarejo +4 more
2017International Conference on Machine Learning223 citations
Semantic Scholar
Colorization Transformer
Manoj Kumar, Dirk Weissenborn, N. Kalchbrenner
2021International Conference on Learning Representations198 citations
Semantic Scholar
Associative Long Short-Term Memory
I. Danihelka, G. Wayne, Benigno Uria, N. Kalchbrenner +1 more
2016International Conference on Machine Learning198 citations
Semantic Scholar
Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling
Jacob Menick, N. Kalchbrenner
2018International Conference on Learning Representations158 citations
Semantic Scholar
Deep Learning for Day Forecasts from Sparse Observations
Marcin Andrychowicz, L. Espeholt, Di Li, Samier Merchant +4 more
2023arXiv.org134 citations Open access
Semantic Scholar
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network
Misha Denil, Alban Demiraj, N. Kalchbrenner, P. Blunsom +1 more
2014arXiv.org102 citations
Semantic Scholar
A Spectral Energy Distance for Parallel Speech Synthesis
A. Gritsenko, T. Salimans, Rianne van den Berg, Jasper Snoek +1 more
2020Neural Information Processing Systems89 citations
Semantic Scholar
Generating Interpretable Images with Controllable Structure
Scott E. Reed, A. van den Oord, N. Kalchbrenner, V. Bapst +2 more
201765 citations
Semantic Scholar
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks
L. Espeholt, Shreya Agrawal, C. Sønderby, M. Kumar +6 more
2021arXiv.org57 citations
Semantic Scholar
Do better ImageNet classifiers assess perceptual similarity better?
Manoj Kumar, N. Houlsby, N. Kalchbrenner, E. Cubuk
2022Trans. Mach. Learn. Res.42 citations
Semantic Scholar
Bayesian Inference for Large Scale Image Classification
J. Heek, N. Kalchbrenner
2019arXiv.org38 citations
Semantic Scholar
Gradual Domain Adaptation in the Wild: When Intermediate Distributions are Absent
Samira Abnar, Rianne van den Berg, Golnaz Ghiasi, Mostafa Dehghani +2 more
2021arXiv.org31 citations
Semantic Scholar
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
Semantic Scholar
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
D. Kartsaklis, N. Kalchbrenner, M. Sadrzadeh
2014Annual Meeting of the Association for Computational Linguistics22 citations Open access
Semantic Scholar
Proceedings of the 4th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021)
Ali Hrriyetoglu, H. Tanev, Vanni Zavarella, Osman Mutlu +496 more
202115 citations Open access
Semantic Scholar
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)
O. Bojar, Rajen Chatterjee, C. Federmann, Mark Fishel +496 more
201911 citations Open access
Semantic Scholar
An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting
Shreya Agrawal, M. A. Hassen, Emmanuel Asiedu Brempong, B. Babenko +15 more
2025arXiv.org9 citations
Semantic Scholar
The feature-label-order effect in symbolic learning
Melody Dye, N. Kalchbrenner, M. Ramscar, D. Yarlett
20097 citations
Semantic Scholar
Generating High fidelity Images with subscale pixel Networks and Multidimensional Upscaling
Jacob Menick, N. Kalchbrenner
2019International Conference on Learning Representations5 citations
Semantic Scholar
On the surprising tradeoff between ImageNet accuracy and perceptual similarity
Manoj Kumar, N. Houlsby, N. Kalchbrenner, E. Cubuk
2022arXiv.org4 citations Open access
Semantic Scholar
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae +496 more
20194 citations Open access
Semantic Scholar
Proceedings of the 1st International Workshop of AI Werewolf and Dialog System ({AIWolfDial2019})
Y. Kano, Claus C. Aranha, M. Inaba, F. Toriumi +135 more
20194 citations Open access
Semantic Scholar
Encoder-decoder neural networks
N. Kalchbrenner
20174 citations
Semantic Scholar
Proceedings of the 2nd Workshop on New Frontiers in Summarization
Vaishali Pal, Irshad Ahmad Bhat, Manish Shrivastava, Adam Trischler +496 more
20192 citations Open access
Semantic Scholar
Proceedings of the 13th International Conference on Computational Semantics - Long Papers
S. Chatzikyriakidis, Simon Dobnik, V. Demberg, Asad B. Sayeed +496 more
20192 citations Open access
Semantic Scholar
Proceedings of the Second Workshop on Advances in Language and Vision Research
Er-Guo Wang, Santa Cruz, Rong-Hang Hu, Drew A. Hudson +408 more
20211 citations Open access
Semantic Scholar
Stacking Diverse Architectures to Improve Machine Translation
Andrea Schioppa, N. Kalchbrenner
2023Trans. Mach. Learn. Res.0 citations
Semantic Scholar
Peer Review #3 of "BengSentiLex and BengSwearLex: creating lexicons for sentiment analysis and profanity detection in low-resource Bengali language (v0.2)"
S. Sazzed, Tareq Al-Moslmi, M. Albared, A. Al-Shabi +138 more
20210 citations Open access
Semantic Scholar
Peer Review #3 of "A comprehensive review of deep learning-based single image super-resolution (v0.1)"
Syed Muhammad, A. Bashir, Yi Wang, Mahrukh A. Khan +496 more
20210 citations Open access
Semantic Scholar
Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media
Rimell, Johansson Richard, Lun-Wei Ku, Cheng-Te Li +496 more
20170 citations Open access
Semantic Scholar
Walking the Graph of Language: On a Framework for Meaning and Analogy
N. Kalchbrenner, Reinhard Blutner, R. Fernández
20120 citations
Semantic Scholar

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