Nal Kalchbrenner

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 40

Top Topics

Convolutional Neural Networks

Density Estimation

Top Venues

Trans. Mach. Learn. Res.

Publications

Marcin Andrychowicz, Lasse Espeholt, Di Li, Samier Merchant, Alex Merose, Fred Zyda, Shreya Agrawal, Nal Kalchbrenner
Deep Learning for Day Forecasts from Sparse Observations. CoRR (2023)
Andrea Schioppa, Nal Kalchbrenner
Stacking Diverse Architectures to Improve Machine Translation. Trans. Mach. Learn. Res. 2023 (2023)
Manoj Kumar, Neil Houlsby, Nal Kalchbrenner, Ekin D. Cubuk
On the surprising tradeoff between ImageNet accuracy and perceptual similarity. CoRR (2022)
Manoj Kumar, Neil Houlsby, Nal Kalchbrenner, Ekin Dogus Cubuk
Do better ImageNet classifiers assess perceptual similarity better? Trans. Mach. Learn. Res. 2022 (2022)
Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner
Colorization Transformer. ICLR (2021)
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, Jianfeng Gao
Deep Learning-based Text Classification: A Comprehensive Review. ACM Comput. Surv. 54 (3) (2021)
Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, Yoshua Bengio
Towards Causal Representation Learning. CoRR (2021)
Lasse Espeholt, Shreya Agrawal, Casper Kaae Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks. CoRR (2021)
Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, Yoshua Bengio
Toward Causal Representation Learning. Proc. IEEE 109 (5) (2021)
Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner
Colorization Transformer. CoRR (2021)
Samira Abnar, Rianne van den Berg, Golnaz Ghiasi, Mostafa Dehghani, Nal Kalchbrenner, Hanie Sedghi
Gradual Domain Adaptation in the Wild: When Intermediate Distributions are Absent. CoRR (2021)
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, Jianfeng Gao
Deep Learning Based Text Classification: A Comprehensive Review. CoRR (2020)
Alexey A. Gritsenko, Tim Salimans, Rianne van den Berg, Jasper Snoek, Nal Kalchbrenner
A Spectral Energy Distance for Parallel Speech Synthesis. NeurIPS (2020)
Alexey A. Gritsenko, Tim Salimans, Rianne van den Berg, Jasper Snoek, Nal Kalchbrenner
A Spectral Energy Distance for Parallel Speech Synthesis. CoRR (2020)
Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner
MetNet: A Neural Weather Model for Precipitation Forecasting. CoRR (2020)
Jacob Menick, Nal Kalchbrenner
Generating High fidelity Images with subscale pixel Networks and Multidimensional Upscaling. ICLR (2019)
Jonathan Heek, Nal Kalchbrenner
Bayesian Inference for Large Scale Image Classification. CoRR (2019)
Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn, Tim Salimans
Axial Attention in Multidimensional Transformers. CoRR (2019)
Jacob Menick, Nal Kalchbrenner
Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling. CoRR (2018)
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. ICML (2018)
Nal Kalchbrenner, Erich Elsen, Karen Simonyan, Seb Noury, Norman Casagrande, Edward Lockhart, Florian Stimberg, Aäron van den Oord, Sander Dieleman, Koray Kavukcuoglu
Efficient Neural Audio Synthesis. ICML (2018)
Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit
Tensor2Tensor for Neural Machine Translation. CoRR (2018)
Nal Kalchbrenner, Erich Elsen, Karen Simonyan, Seb Noury, Norman Casagrande, Edward Lockhart, Florian Stimberg, Aäron van den Oord, Sander Dieleman, Koray Kavukcuoglu
Efficient Neural Audio Synthesis. CoRR (2018)
Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit
Tensor2Tensor for Neural Machine Translation. AMTA (1) (2018)
Nal Kalchbrenner, Aäron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
Video Pixel Networks. ICML (2017)
Scott E. Reed, Aäron van den Oord, Nal Kalchbrenner, Sergio Gomez Colmenarejo, Ziyu Wang, Yutian Chen, Dan Belov, Nando de Freitas
Parallel Multiscale Autoregressive Density Estimation. ICML (2017)
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. CoRR (2017)
Scott E. Reed, Aäron van den Oord, Nal Kalchbrenner, Sergio Gomez Colmenarejo, Ziyu Wang, Dan Belov, Nando de Freitas
Parallel Multiscale Autoregressive Density Estimation. CoRR (2017)
Aäron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu
Pixel Recurrent Neural Networks. CoRR (2016)
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu
WaveNet: A Generative Model for Raw Audio. SSW (2016)
David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Vedavyas Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy P. Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, Demis Hassabis
Mastering the game of Go with deep neural networks and tree search. Nat. 529 (7587) (2016)
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu
WaveNet: A Generative Model for Raw Audio. CoRR (2016)
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
Associative Long Short-Term Memory. ICML (2016)
Nal Kalchbrenner, Aäron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
Video Pixel Networks. CoRR (2016)
Aäron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu
Conditional Image Generation with PixelCNN Decoders. CoRR (2016)
Aäron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu
Pixel Recurrent Neural Networks. ICML (2016)
Nal Kalchbrenner, Ivo Danihelka, Alex Graves
Grid Long Short-Term Memory. ICLR (Poster) (2016)
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
Associative Long Short-Term Memory. CoRR (2016)
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aäron van den Oord, Alex Graves, Koray Kavukcuoglu
Neural Machine Translation in Linear Time. CoRR (2016)
Aäron van den Oord, Nal Kalchbrenner, Lasse Espeholt, Koray Kavukcuoglu, Oriol Vinyals, Alex Graves
Conditional Image Generation with PixelCNN Decoders. NIPS (2016)
Misha Denil, Alban Demiraj, Nal Kalchbrenner, Phil Blunsom, Nando de Freitas
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network. CoRR (2014)
Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom
A Convolutional Neural Network for Modelling Sentences. ACL (1) (2014)
Dimitri Kartsaklis, Nal Kalchbrenner, Mehrnoosh Sadrzadeh
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning. CoRR (2014)
Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom
A Convolutional Neural Network for Modelling Sentences. CoRR (2014)
Dimitri Kartsaklis, Nal Kalchbrenner, Mehrnoosh Sadrzadeh
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning. ACL (2) (2014)
Nal Kalchbrenner, Phil Blunsom
Recurrent Continuous Translation Models. EMNLP (2013)
Nal Kalchbrenner, Phil Blunsom
Recurrent Convolutional Neural Networks for Discourse Compositionality. CVSM@ACL (2013)
Nal Kalchbrenner, Phil Blunsom
Recurrent Convolutional Neural Networks for Discourse Compositionality. CoRR (2013)