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@article{DBLP:journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23,
author = {Aakanksha Chowdhery and
Sharan Narang and
Jacob Devlin and
Maarten Bosma and
Gaurav Mishra and
Adam Roberts and
Paul Barham and
Hyung Won Chung and
Charles Sutton and
Sebastian Gehrmann and
Parker Schuh and
Kensen Shi and
Sasha Tsvyashchenko and
Joshua Maynez and
Abhishek Rao and
Parker Barnes and
Yi Tay and
Noam Shazeer and
Vinodkumar Prabhakaran and
Emily Reif and
Nan Du and
Ben Hutchinson and
Reiner Pope and
James Bradbury and
Jacob Austin and
Michael Isard and
Guy Gur{-}Ari and
Pengcheng Yin and
Toju Duke and
Anselm Levskaya and
Sanjay Ghemawat and
Sunipa Dev and
Henryk Michalewski and
Xavier Garcia and
Vedant Misra and
Kevin Robinson and
Liam Fedus and
Denny Zhou and
Daphne Ippolito and
David Luan and
Hyeontaek Lim and
Barret Zoph and
Alexander Spiridonov and
Ryan Sepassi and
David Dohan and
Shivani Agrawal and
Mark Omernick and
Andrew M. Dai and
Thanumalayan Sankaranarayana Pillai and
Marie Pellat and
Aitor Lewkowycz and
Erica Moreira and
Rewon Child and
Oleksandr Polozov and
Katherine Lee and
Zongwei Zhou and
Xuezhi Wang and
Brennan Saeta and
Mark Diaz and
Orhan Firat and
Michele Catasta and
Jason Wei and
Kathy Meier{-}Hellstern and
Douglas Eck and
Jeff Dean and
Slav Petrov and
Noah Fiedel},
title = {PaLM: Scaling Language Modeling with Pathways},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {240:1--240:113},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1144.html},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Chen0CPPSGGMB0P23,
author = {Xi Chen and
Xiao Wang and
Soravit Changpinyo and
A. J. Piergiovanni and
Piotr Padlewski and
Daniel Salz and
Sebastian Goodman and
Adam Grycner and
Basil Mustafa and
Lucas Beyer and
Alexander Kolesnikov and
Joan Puigcerver and
Nan Ding and
Keran Rong and
Hassan Akbari and
Gaurav Mishra and
Linting Xue and
Ashish V. Thapliyal and
James Bradbury and
Weicheng Kuo},
title = {PaLI: {A} Jointly-Scaled Multilingual Language-Image Model},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=mWVoBz4W0u},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/Chen0CPPSGGMB0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/PopeDCDBHXAD23,
author = {Reiner Pope and
Sholto Douglas and
Aakanksha Chowdhery and
Jacob Devlin and
James Bradbury and
Jonathan Heek and
Kefan Xiao and
Shivani Agrawal and
Jeff Dean},
editor = {Dawn Song and
Michael Carbin and
Tianqi Chen},
title = {Efficiently Scaling Transformer Inference},
booktitle = {Proceedings of the Sixth Conference on Machine Learning and Systems,
MLSys 2023, Miami, FL, USA, June 4-8, 2023},
publisher = {mlsys.org},
year = {2023},
url = {https://proceedings.mlsys.org/paper\_files/paper/2023/hash/c4be71ab8d24cdfb45e3d06dbfca2780-Abstract-mlsys2023.html},
timestamp = {Fri, 28 Jun 2024 10:41:31 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/PopeDCDBHXAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10403,
author = {Rohan Anil and
Andrew M. Dai and
Orhan Firat and
Melvin Johnson and
Dmitry Lepikhin and
Alexandre Passos and
Siamak Shakeri and
Emanuel Taropa and
Paige Bailey and
Zhifeng Chen and
Eric Chu and
Jonathan H. Clark and
Laurent El Shafey and
Yanping Huang and
Kathy Meier{-}Hellstern and
Gaurav Mishra and
Erica Moreira and
Mark Omernick and
Kevin Robinson and
Sebastian Ruder and
Yi Tay and
Kefan Xiao and
Yuanzhong Xu and
Yujing Zhang and
Gustavo Hern{\'{a}}ndez {\'{A}}brego and
Junwhan Ahn and
Jacob Austin and
Paul Barham and
Jan A. Botha and
James Bradbury and
Siddhartha Brahma and
Kevin Brooks and
Michele Catasta and
Yong Cheng and
Colin Cherry and
Christopher A. Choquette{-}Choo and
Aakanksha Chowdhery and
Cl{\'{e}}ment Crepy and
Shachi Dave and
Mostafa Dehghani and
Sunipa Dev and
Jacob Devlin and
Mark D{\'{\i}}az and
Nan Du and
Ethan Dyer and
Vladimir Feinberg and
Fangxiaoyu Feng and
Vlad Fienber and
Markus Freitag and
Xavier Garcia and
Sebastian Gehrmann and
Lucas Gonzalez and
et al.},
title = {PaLM 2 Technical Report},
journal = {CoRR},
volume = {abs/2305.10403},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10403},
doi = {10.48550/ARXIV.2305.10403},
eprinttype = {arXiv},
eprint = {2305.10403},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/RenMFBRB22,
author = {Simiao Ren and
Jordan M. Malof and
Rob Fetter and
Robert H. Beach and
James Rineer and
Kyle Bradbury},
title = {Utilizing Geospatial Data for Assessing Energy Security: Mapping Small
Solar Home Systems Using Unmanned Aerial Vehicles and Deep Learning},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {11},
number = {4},
pages = {222},
year = {2022},
url = {https://doi.org/10.3390/ijgi11040222},
doi = {10.3390/IJGI11040222},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijgi/RenMFBRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/BradburyZLCKHTP22,
author = {James A. Bradbury and
Qimei Zhang and
Francisco U. Hernandez Ledezma and
Ricardo Correia and
Serhiy Korposh and
Barrie Hayes{-}Gill and
Ferdinand Tamou{\'{e}} and
Alison Parnham and
Simon A. McMaster and
Stephen P. Morgan},
title = {Fibre Bragg Grating Based Interface Pressure Sensor for Compression
Therapy},
journal = {Sensors},
volume = {22},
number = {5},
pages = {1798},
year = {2022},
url = {https://doi.org/10.3390/s22051798},
doi = {10.3390/S22051798},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/BradburyZLCKHTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppig/GreenTMBHHR22,
author = {Owen Green and
Pierre Alexandre Tremblay and
Ted Moore and
James Bradbury and
Jacob Hart and
Alex Harker and
Gerard Roma},
editor = {Simon Holland and
Marian Petre and
Luke Church and
Mariana Marasoiu},
title = {Architecture about Dancing: Creating a Cross Environment, Cross Domain
Framework for Creative Coding Musicians},
booktitle = {Proceedings of the 33rd Annual Workshop of the Psychology of Programming
Interest Group, {PPIG} 2022, The Open University, Milton Keynes, {UK}
{\&} Online, September 5-9, 2022},
pages = {14--24},
publisher = {Psychology of Programming Interest Group},
year = {2022},
url = {https://ppig.org/papers/2022-ppig-33rd-green/},
timestamp = {Tue, 07 Feb 2023 17:10:52 +0100},
biburl = {https://dblp.org/rec/conf/ppig/GreenTMBHHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-17189,
author = {Adam Roberts and
Hyung Won Chung and
Anselm Levskaya and
Gaurav Mishra and
James Bradbury and
Daniel Andor and
Sharan Narang and
Brian Lester and
Colin Gaffney and
Afroz Mohiuddin and
Curtis Hawthorne and
Aitor Lewkowycz and
Alex Salcianu and
Marc van Zee and
Jacob Austin and
Sebastian Goodman and
Livio Baldini Soares and
Haitang Hu and
Sasha Tsvyashchenko and
Aakanksha Chowdhery and
Jasmijn Bastings and
Jannis Bulian and
Xavier Garcia and
Jianmo Ni and
Andrew Chen and
Kathleen Kenealy and
Jonathan H. Clark and
Stephan Lee and
Dan Garrette and
James Lee{-}Thorp and
Colin Raffel and
Noam Shazeer and
Marvin Ritter and
Maarten Bosma and
Alexandre Passos and
Jeremy Maitin{-}Shepard and
Noah Fiedel and
Mark Omernick and
Brennan Saeta and
Ryan Sepassi and
Alexander Spiridonov and
Joshua Newlan and
Andrea Gesmundo},
title = {Scaling Up Models and Data with t5x and seqio},
journal = {CoRR},
volume = {abs/2203.17189},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.17189},
doi = {10.48550/ARXIV.2203.17189},
eprinttype = {arXiv},
eprint = {2203.17189},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-17189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02311,
author = {Aakanksha Chowdhery and
Sharan Narang and
Jacob Devlin and
Maarten Bosma and
Gaurav Mishra and
Adam Roberts and
Paul Barham and
Hyung Won Chung and
Charles Sutton and
Sebastian Gehrmann and
Parker Schuh and
Kensen Shi and
Sasha Tsvyashchenko and
Joshua Maynez and
Abhishek Rao and
Parker Barnes and
Yi Tay and
Noam Shazeer and
Vinodkumar Prabhakaran and
Emily Reif and
Nan Du and
Ben Hutchinson and
Reiner Pope and
James Bradbury and
Jacob Austin and
Michael Isard and
Guy Gur{-}Ari and
Pengcheng Yin and
Toju Duke and
Anselm Levskaya and
Sanjay Ghemawat and
Sunipa Dev and
Henryk Michalewski and
Xavier Garcia and
Vedant Misra and
Kevin Robinson and
Liam Fedus and
Denny Zhou and
Daphne Ippolito and
David Luan and
Hyeontaek Lim and
Barret Zoph and
Alexander Spiridonov and
Ryan Sepassi and
David Dohan and
Shivani Agrawal and
Mark Omernick and
Andrew M. Dai and
Thanumalayan Sankaranarayana Pillai and
Marie Pellat and
Aitor Lewkowycz and
Erica Moreira and
Rewon Child and
Oleksandr Polozov and
Katherine Lee and
Zongwei Zhou and
Xuezhi Wang and
Brennan Saeta and
Mark Diaz and
Orhan Firat and
Michele Catasta and
Jason Wei and
Kathy Meier{-}Hellstern and
Douglas Eck and
Jeff Dean and
Slav Petrov and
Noah Fiedel},
title = {PaLM: Scaling Language Modeling with Pathways},
journal = {CoRR},
volume = {abs/2204.02311},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02311},
doi = {10.48550/ARXIV.2204.02311},
eprinttype = {arXiv},
eprint = {2204.02311},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06794,
author = {Xi Chen and
Xiao Wang and
Soravit Changpinyo and
A. J. Piergiovanni and
Piotr Padlewski and
Daniel Salz and
Sebastian Goodman and
Adam Grycner and
Basil Mustafa and
Lucas Beyer and
Alexander Kolesnikov and
Joan Puigcerver and
Nan Ding and
Keran Rong and
Hassan Akbari and
Gaurav Mishra and
Linting Xue and
Ashish V. Thapliyal and
James Bradbury and
Weicheng Kuo and
Mojtaba Seyedhosseini and
Chao Jia and
Burcu Karagol Ayan and
Carlos Riquelme and
Andreas Steiner and
Anelia Angelova and
Xiaohua Zhai and
Neil Houlsby and
Radu Soricut},
title = {PaLI: {A} Jointly-Scaled Multilingual Language-Image Model},
journal = {CoRR},
volume = {abs/2209.06794},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06794},
doi = {10.48550/ARXIV.2209.06794},
eprinttype = {arXiv},
eprint = {2209.06794},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05102,
author = {Reiner Pope and
Sholto Douglas and
Aakanksha Chowdhery and
Jacob Devlin and
James Bradbury and
Anselm Levskaya and
Jonathan Heek and
Kefan Xiao and
Shivani Agrawal and
Jeff Dean},
title = {Efficiently Scaling Transformer Inference},
journal = {CoRR},
volume = {abs/2211.05102},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05102},
doi = {10.48550/ARXIV.2211.05102},
eprinttype = {arXiv},
eprint = {2211.05102},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09760,
author = {Luke Metz and
James Harrison and
C. Daniel Freeman and
Amil Merchant and
Lucas Beyer and
James Bradbury and
Naman Agrawal and
Ben Poole and
Igor Mordatch and
Adam Roberts and
Jascha Sohl{-}Dickstein},
title = {VeLO: Training Versatile Learned Optimizers by Scaling Up},
journal = {CoRR},
volume = {abs/2211.09760},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09760},
doi = {10.48550/ARXIV.2211.09760},
eprinttype = {arXiv},
eprint = {2211.09760},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/KumarWYBKCS21,
author = {Sameer Kumar and
Yu Emma Wang and
Cliff Young and
James Bradbury and
Naveen Kumar and
Dehao Chen and
Andy Swing},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Exploring the Limits of Concurrency in {ML} Training on Google {TPUS}},
booktitle = {Proceedings of the Fourth Conference on Machine Learning and Systems,
MLSys 2021, virtual, April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper\_files/paper/2021/hash/c0d16b623be8b439d9c075eb5a97efd1-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:16 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/KumarWYBKCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11446,
author = {Jack W. Rae and
Sebastian Borgeaud and
Trevor Cai and
Katie Millican and
Jordan Hoffmann and
H. Francis Song and
John Aslanides and
Sarah Henderson and
Roman Ring and
Susannah Young and
Eliza Rutherford and
Tom Hennigan and
Jacob Menick and
Albin Cassirer and
Richard Powell and
George van den Driessche and
Lisa Anne Hendricks and
Maribeth Rauh and
Po{-}Sen Huang and
Amelia Glaese and
Johannes Welbl and
Sumanth Dathathri and
Saffron Huang and
Jonathan Uesato and
John Mellor and
Irina Higgins and
Antonia Creswell and
Nat McAleese and
Amy Wu and
Erich Elsen and
Siddhant M. Jayakumar and
Elena Buchatskaya and
David Budden and
Esme Sutherland and
Karen Simonyan and
Michela Paganini and
Laurent Sifre and
Lena Martens and
Xiang Lorraine Li and
Adhiguna Kuncoro and
Aida Nematzadeh and
Elena Gribovskaya and
Domenic Donato and
Angeliki Lazaridou and
Arthur Mensch and
Jean{-}Baptiste Lespiau and
Maria Tsimpoukelli and
Nikolai Grigorev and
Doug Fritz and
Thibault Sottiaux and
Mantas Pajarskas and
Toby Pohlen and
Zhitao Gong and
Daniel Toyama and
Cyprien de Masson d'Autume and
Yujia Li and
Tayfun Terzi and
Vladimir Mikulik and
Igor Babuschkin and
Aidan Clark and
Diego de Las Casas and
Aurelia Guy and
Chris Jones and
James Bradbury and
Matthew J. Johnson and
Blake A. Hechtman and
Laura Weidinger and
Iason Gabriel and
William Isaac and
Edward Lockhart and
Simon Osindero and
Laura Rimell and
Chris Dyer and
Oriol Vinyals and
Kareem Ayoub and
Jeff Stanway and
Lorrayne Bennett and
Demis Hassabis and
Koray Kavukcuoglu and
Geoffrey Irving},
title = {Scaling Language Models: Methods, Analysis {\&} Insights from
Training Gopher},
journal = {CoRR},
volume = {abs/2112.11446},
year = {2021},
url = {https://arxiv.org/abs/2112.11446},
eprinttype = {arXiv},
eprint = {2112.11446},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13425,
author = {Kazuma Hashimoto and
Raffaella Buschiazzo and
James Bradbury and
Teresa Marshall and
Richard Socher and
Caiming Xiong},
title = {A High-Quality Multilingual Dataset for Structured Documentation Translation},
journal = {CoRR},
volume = {abs/2006.13425},
year = {2020},
url = {https://arxiv.org/abs/2006.13425},
eprinttype = {arXiv},
eprint = {2006.13425},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03641,
author = {Sameer Kumar and
James Bradbury and
Cliff Young and
Yu Emma Wang and
Anselm Levskaya and
Blake A. Hechtman and
Dehao Chen and
HyoukJoong Lee and
Mehmet Deveci and
Naveen Kumar and
Pankaj Kanwar and
Shibo Wang and
Skye Wanderman{-}Milne and
Steve Lacy and
Tao Wang and
Tayo Oguntebi and
Yazhou Zu and
Yuanzhong Xu and
Andy Swing},
title = {Exploring the limits of Concurrency in {ML} Training on Google TPUs},
journal = {CoRR},
volume = {abs/2011.03641},
year = {2020},
url = {https://arxiv.org/abs/2011.03641},
eprinttype = {arXiv},
eprint = {2011.03641},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaszkeGMLBCKLGA19,
author = {Adam Paszke and
Sam Gross and
Francisco Massa and
Adam Lerer and
James Bradbury and
Gregory Chanan and
Trevor Killeen and
Zeming Lin and
Natalia Gimelshein and
Luca Antiga and
Alban Desmaison and
Andreas K{\"{o}}pf and
Edward Z. Yang and
Zachary DeVito and
Martin Raison and
Alykhan Tejani and
Sasank Chilamkurthy and
Benoit Steiner and
Lu Fang and
Junjie Bai and
Soumith Chintala},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {PyTorch: An Imperative Style, High-Performance Deep Learning Library},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8024--8035},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/bdbca288fee7f92f2bfa9f7012727740-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PaszkeGMLBCKLGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/HashimotoBBMSX19,
author = {Kazuma Hashimoto and
Raffaella Buschiazzo and
James Bradbury and
Teresa Marshall and
Richard Socher and
Caiming Xiong},
editor = {Ondrej Bojar and
Rajen Chatterjee and
Christian Federmann and
Mark Fishel and
Yvette Graham and
Barry Haddow and
Matthias Huck and
Antonio Jimeno{-}Yepes and
Philipp Koehn and
Andr{\'{e}} Martins and
Christof Monz and
Matteo Negri and
Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and
Mariana L. Neves and
Matt Post and
Marco Turchi and
Karin Verspoor},
title = {A High-Quality Multilingual Dataset for Structured Documentation Translation},
booktitle = {Proceedings of the Fourth Conference on Machine Translation, {WMT}
2019, Florence, Italy, August 1-2, 2019 - Volume 1: Research Papers},
pages = {116--127},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-5212},
doi = {10.18653/V1/W19-5212},
timestamp = {Thu, 17 Feb 2022 16:43:16 +0100},
biburl = {https://dblp.org/rec/conf/wmt/HashimotoBBMSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09453,
author = {Marc Lanctot and
Edward Lockhart and
Jean{-}Baptiste Lespiau and
Vin{\'{\i}}cius Flores Zambaldi and
Satyaki Upadhyay and
Julien P{\'{e}}rolat and
Sriram Srinivasan and
Finbarr Timbers and
Karl Tuyls and
Shayegan Omidshafiei and
Daniel Hennes and
Dustin Morrill and
Paul Muller and
Timo Ewalds and
Ryan Faulkner and
J{\'{a}}nos Kram{\'{a}}r and
Bart De Vylder and
Brennan Saeta and
James Bradbury and
David Ding and
Sebastian Borgeaud and
Matthew Lai and
Julian Schrittwieser and
Thomas W. Anthony and
Edward Hughes and
Ivo Danihelka and
Jonah Ryan{-}Davis},
title = {OpenSpiel: {A} Framework for Reinforcement Learning in Games},
journal = {CoRR},
volume = {abs/1908.09453},
year = {2019},
url = {http://arxiv.org/abs/1908.09453},
eprinttype = {arXiv},
eprint = {1908.09453},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01703,
author = {Adam Paszke and
Sam Gross and
Francisco Massa and
Adam Lerer and
James Bradbury and
Gregory Chanan and
Trevor Killeen and
Zeming Lin and
Natalia Gimelshein and
Luca Antiga and
Alban Desmaison and
Andreas K{\"{o}}pf and
Edward Z. Yang and
Zach DeVito and
Martin Raison and
Alykhan Tejani and
Sasank Chilamkurthy and
Benoit Steiner and
Lu Fang and
Junjie Bai and
Soumith Chintala},
title = {PyTorch: An Imperative Style, High-Performance Deep Learning Library},
journal = {CoRR},
volume = {abs/1912.01703},
year = {2019},
url = {http://arxiv.org/abs/1912.01703},
eprinttype = {arXiv},
eprint = {1912.01703},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Bradbury18a,
author = {James Bradbury},
title = {Computational hypothesis generation with genome-side metabolic reconstructions:
in-silico prediction of metabolic changes in the freshwater model
organism Daphnia to environmental stressors},
school = {University of Birmingham, {UK}},
year = {2018},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.760328},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Bradbury18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gu0XLS18,
author = {Jiatao Gu and
James Bradbury and
Caiming Xiong and
Victor O. K. Li and
Richard Socher},
title = {Non-Autoregressive Neural Machine Translation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=B1l8BtlCb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Gu0XLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchrimpfM0S18,
author = {Martin Schrimpf and
Stephen Merity and
James Bradbury and
Richard Socher},
title = {A Flexible Approach to Automated {RNN} Architecture Generation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJDCPSJPM},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchrimpfM0S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BradburyS17,
author = {James Bradbury and
Richard Socher},
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Towards Neural Machine Translation with Latent Tree Attention},
booktitle = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
pages = {12--16},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-4303},
doi = {10.18653/V1/W17-4303},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BradburyS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002MXS17,
author = {James Bradbury and
Stephen Merity and
Caiming Xiong and
Richard Socher},
title = {Quasi-Recurrent Neural Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=H1zJ-v5xl},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002MXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MerityX0S17,
author = {Stephen Merity and
Caiming Xiong and
James Bradbury and
Richard Socher},
title = {Pointer Sentinel Mixture Models},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Byj72udxe},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MerityX0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmc/Bradbury17,
author = {James Bradbury},
title = {Biomimicry: Analysis Of {A} Corpus-Based Interactive Improvisational
System},
booktitle = {Proceedings of the 2017 International Computer Music Conference, {ICMC}
2017, Shanghai, China, October 16-20, 2017},
publisher = {Michigan Publishing},
year = {2017},
url = {https://hdl.handle.net/2027/spo.bbp2372.2017.027},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmc/Bradbury17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McCannBXS17,
author = {Bryan McCann and
James Bradbury and
Caiming Xiong and
Richard Socher},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learned in Translation: Contextualized Word Vectors},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6294--6305},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/20c86a628232a67e7bd46f76fba7ce12-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/McCannBXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00107,
author = {Bryan McCann and
James Bradbury and
Caiming Xiong and
Richard Socher},
title = {Learned in Translation: Contextualized Word Vectors},
journal = {CoRR},
volume = {abs/1708.00107},
year = {2017},
url = {http://arxiv.org/abs/1708.00107},
eprinttype = {arXiv},
eprint = {1708.00107},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01915,
author = {James Bradbury and
Richard Socher},
title = {Towards Neural Machine Translation with Latent Tree Attention},
journal = {CoRR},
volume = {abs/1709.01915},
year = {2017},
url = {http://arxiv.org/abs/1709.01915},
eprinttype = {arXiv},
eprint = {1709.01915},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02281,
author = {Jiatao Gu and
James Bradbury and
Caiming Xiong and
Victor O. K. Li and
Richard Socher},
title = {Non-Autoregressive Neural Machine Translation},
journal = {CoRR},
volume = {abs/1711.02281},
year = {2017},
url = {http://arxiv.org/abs/1711.02281},
eprinttype = {arXiv},
eprint = {1711.02281},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07296,
author = {Huishuai Zhang and
Caiming Xiong and
James Bradbury and
Richard Socher},
title = {Block-diagonal Hessian-free Optimization for Training Neural Networks},
journal = {CoRR},
volume = {abs/1712.07296},
year = {2017},
url = {http://arxiv.org/abs/1712.07296},
eprinttype = {arXiv},
eprint = {1712.07296},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07316,
author = {Martin Schrimpf and
Stephen Merity and
James Bradbury and
Richard Socher},
title = {A Flexible Approach to Automated {RNN} Architecture Generation},
journal = {CoRR},
volume = {abs/1712.07316},
year = {2017},
url = {http://arxiv.org/abs/1712.07316},
eprinttype = {arXiv},
eprint = {1712.07316},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarIOIBGZPS16,
author = {Ankit Kumar and
Ozan Irsoy and
Peter Ondruska and
Mohit Iyyer and
James Bradbury and
Ishaan Gulrajani and
Victor Zhong and
Romain Paulus and
Richard Socher},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Ask Me Anything: Dynamic Memory Networks for Natural Language Processing},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1378--1387},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/kumar16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarIOIBGZPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/BradburyS16,
author = {James Bradbury and
Richard Socher},
title = {MetaMind Neural Machine Translation System for {WMT} 2016},
booktitle = {Proceedings of the First Conference on Machine Translation, {WMT}
2016, colocated with {ACL} 2016, August 11-12, Berlin, Germany},
pages = {264--267},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-2308},
doi = {10.18653/V1/W16-2308},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wmt/BradburyS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BradburyMXS16,
author = {James Bradbury and
Stephen Merity and
Caiming Xiong and
Richard Socher},
title = {Quasi-Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1611.01576},
year = {2016},
url = {http://arxiv.org/abs/1611.01576},
eprinttype = {arXiv},
eprint = {1611.01576},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BradburyMXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MerityXBS16,
author = {Stephen Merity and
Caiming Xiong and
James Bradbury and
Richard Socher},
title = {Pointer Sentinel Mixture Models},
journal = {CoRR},
volume = {abs/1609.07843},
year = {2016},
url = {http://arxiv.org/abs/1609.07843},
eprinttype = {arXiv},
eprint = {1609.07843},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MerityXBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BradburyGADGK0V15,
author = {James Bradbury and
Gr{\'{e}}gory Genta{-}Jouve and
James William Allwood and
Warwick B. Dunn and
Royston Goodacre and
Joshua D. Knowles and
Shan He and
Mark R. Viant},
title = {{MUSCLE:} automated multi-objective evolutionary optimization of targeted
{LC-MS/MS} analysis},
journal = {Bioinform.},
volume = {31},
number = {6},
pages = {975--977},
year = {2015},
url = {https://doi.org/10.1093/bioinformatics/btu740},
doi = {10.1093/BIOINFORMATICS/BTU740},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/BradburyGADGK0V15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarISBEPOGS15,
author = {Ankit Kumar and
Ozan Irsoy and
Jonathan Su and
James Bradbury and
Robert English and
Brian Pierce and
Peter Ondruska and
Ishaan Gulrajani and
Richard Socher},
title = {Ask Me Anything: Dynamic Memory Networks for Natural Language Processing},
journal = {CoRR},
volume = {abs/1506.07285},
year = {2015},
url = {http://arxiv.org/abs/1506.07285},
eprinttype = {arXiv},
eprint = {1506.07285},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KumarISBEPOGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scp/ZhangBCD06,
author = {Hongyu Zhang and
Jeremy S. Bradbury and
James R. Cordy and
J{\"{u}}rgen Dingel},
title = {Using source transformation to test and model check implicit-invocation
systems},
journal = {Sci. Comput. Program.},
volume = {62},
number = {3},
pages = {209--227},
year = {2006},
url = {https://doi.org/10.1016/j.scico.2006.04.008},
doi = {10.1016/J.SCICO.2006.04.008},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scp/ZhangBCD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paste/BradburyCD05,
author = {Jeremy S. Bradbury and
James R. Cordy and
J{\"{u}}rgen Dingel},
editor = {Michael D. Ernst and
Thomas P. Jensen},
title = {An empirical framework for comparing effectiveness of testing and
property-based formal analysis},
booktitle = {Proceedings of the 2005 {ACM} {SIGPLAN-SIGSOFT} Workshop on Program
Analysis For Software Tools and Engineering, PASTE'05, Lisbon, Portugal,
September 5-6, 2005},
pages = {2--5},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1108792.1108795},
doi = {10.1145/1108792.1108795},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/paste/BradburyCD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scam/ZhangBCD05,
author = {Hongyu Zhang and
Jeremy S. Bradbury and
James R. Cordy and
J{\"{u}}rgen Dingel},
title = {Implementation and Verification of Implicit-Invocation Systems Using
Source Transformation},
booktitle = {5th {IEEE} International Workshop on Source Code Analysis and Manipulation
{(SCAM} 2005), 30 September - 1 October 2005, Budapest, Hungary},
pages = {87--96},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/SCAM.2005.15},
doi = {10.1109/SCAM.2005.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scam/ZhangBCD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/woss/BradburyCDW04,
author = {Jeremy S. Bradbury and
James R. Cordy and
J{\"{u}}rgen Dingel and
Michel Wermelinger},
editor = {David Garlan and
Jeff Kramer and
Alexander L. Wolf},
title = {A survey of self-management in dynamic software architecture specifications},
booktitle = {Proceedings of the 1st {ACM} {SIGSOFT} Workshop on Self-Managed Systems,
{WOSS} 2004, Newport Beach, California, USA, October 31 - November
1, 2004},
pages = {28--33},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1075405.1075411},
doi = {10.1145/1075405.1075411},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/woss/BradburyCDW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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