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ORCIDBibTeX records: Alex Graves
@article{DBLP:journals/corr/abs-2308-07037,
author = {Alex Graves and
Rupesh Kumar Srivastava and
Timothy Atkinson and
Faustino J. Gomez},
title = {Bayesian Flow Networks},
journal = {CoRR},
volume = {abs/2308.07037},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07037},
doi = {10.48550/ARXIV.2308.07037},
eprinttype = {arXiv},
eprint = {2308.07037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MenickEEOSG21,
author = {Jacob Menick and
Erich Elsen and
Utku Evci and
Simon Osindero and
Karen Simonyan and
Alex Graves},
title = {Practical Real Time Recurrent Learning with a Sparse Approximation},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=q3KSThy2GwB},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MenickEEOSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07232,
author = {Jacob Menick and
Erich Elsen and
Utku Evci and
Simon Osindero and
Karen Simonyan and
Alex Graves},
title = {A Practical Sparse Approximation for Real Time Recurrent Learning},
journal = {CoRR},
volume = {abs/2006.07232},
year = {2020},
url = {https://arxiv.org/abs/2006.07232},
eprinttype = {arXiv},
eprint = {2006.07232},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FortunatoAPMHOG18,
author = {Meire Fortunato and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Jacob Menick and
Matteo Hessel and
Ian Osband and
Alex Graves and
Volodymyr Mnih and
R{\'{e}}mi Munos and
Demis Hassabis and
Olivier Pietquin and
Charles Blundell and
Shane Legg},
title = {Noisy Networks For Exploration},
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=rywHCPkAW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FortunatoAPMHOG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuWGL18,
author = {Yan Wu and
Greg Wayne and
Alex Graves and
Timothy P. Lillicrap},
title = {The Kanerva Machine: {A} Generative Distributed Memory},
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=S1HlA-ZAZ},
timestamp = {Sat, 26 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/WuWGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OordLBSVKDLCSCG18,
author = {A{\"{a}}ron van den Oord and
Yazhe Li and
Igor Babuschkin and
Karen Simonyan and
Oriol Vinyals and
Koray Kavukcuoglu and
George van den Driessche and
Edward Lockhart and
Luis C. Cobo and
Florian Stimberg and
Norman Casagrande and
Dominik Grewe and
Seb Noury and
Sander Dieleman and
Erich Elsen and
Nal Kalchbrenner and
Heiga Zen and
Alex Graves and
Helen King and
Tom Walters and
Dan Belov and
Demis Hassabis},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Parallel WaveNet: Fast High-Fidelity Speech Synthesis},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3915--3923},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/oord18a.html},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OordLBSVKDLCSCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01756,
author = {Yan Wu and
Greg Wayne and
Alex Graves and
Timothy P. Lillicrap},
title = {The Kanerva Machine: {A} Generative Distributed Memory},
journal = {CoRR},
volume = {abs/1804.01756},
year = {2018},
url = {http://arxiv.org/abs/1804.01756},
eprinttype = {arXiv},
eprint = {1804.01756},
timestamp = {Sat, 26 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-01756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02476,
author = {Alex Graves and
Jacob Menick and
A{\"{a}}ron van den Oord},
title = {Associative Compression Networks for Representation Learning},
journal = {CoRR},
volume = {abs/1804.02476},
year = {2018},
url = {http://arxiv.org/abs/1804.02476},
eprinttype = {arXiv},
eprint = {1804.02476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GravesBMMK17,
author = {Alex Graves and
Marc G. Bellemare and
Jacob Menick and
R{\'{e}}mi Munos and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Automated Curriculum Learning for Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1311--1320},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/graves17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GravesBMMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaderbergCOVGSK17,
author = {Max Jaderberg and
Wojciech Marian Czarnecki and
Simon Osindero and
Oriol Vinyals and
Alex Graves and
David Silver and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Decoupled Neural Interfaces using Synthetic Gradients},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1627--1635},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jaderberg17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaderbergCOVGSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalchbrennerOSD17,
author = {Nal Kalchbrenner and
A{\"{a}}ron van den Oord and
Karen Simonyan and
Ivo Danihelka and
Oriol Vinyals and
Alex Graves and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Video Pixel Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1771--1779},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kalchbrenner17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalchbrennerOSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Graves17,
author = {Alex Graves},
title = {Plenary talks: Frontiers in recurrent neural network research},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965820},
doi = {10.1109/IJCNN.2017.7965820},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Graves17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GravesBMMK17,
author = {Alex Graves and
Marc G. Bellemare and
Jacob Menick and
R{\'{e}}mi Munos and
Koray Kavukcuoglu},
title = {Automated Curriculum Learning for Neural Networks},
journal = {CoRR},
volume = {abs/1704.03003},
year = {2017},
url = {http://arxiv.org/abs/1704.03003},
eprinttype = {arXiv},
eprint = {1704.03003},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GravesBMMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FortunatoAPMOGM17,
author = {Meire Fortunato and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Jacob Menick and
Ian Osband and
Alex Graves and
Vlad Mnih and
R{\'{e}}mi Munos and
Demis Hassabis and
Olivier Pietquin and
Charles Blundell and
Shane Legg},
title = {Noisy Networks for Exploration},
journal = {CoRR},
volume = {abs/1706.10295},
year = {2017},
url = {http://arxiv.org/abs/1706.10295},
eprinttype = {arXiv},
eprint = {1706.10295},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FortunatoAPMOGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10433,
author = {A{\"{a}}ron van den Oord and
Yazhe Li and
Igor Babuschkin and
Karen Simonyan and
Oriol Vinyals and
Koray Kavukcuoglu and
George van den Driessche and
Edward Lockhart and
Luis C. Cobo and
Florian Stimberg and
Norman Casagrande and
Dominik Grewe and
Seb Noury and
Sander Dieleman and
Erich Elsen and
Nal Kalchbrenner and
Heiga Zen and
Alex Graves and
Helen King and
Tom Walters and
Dan Belov and
Demis Hassabis},
title = {Parallel WaveNet: Fast High-Fidelity Speech Synthesis},
journal = {CoRR},
volume = {abs/1711.10433},
year = {2017},
url = {http://arxiv.org/abs/1711.10433},
eprinttype = {arXiv},
eprint = {1711.10433},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/GravesWRHDGCGRA16,
author = {Alex Graves and
Greg Wayne and
Malcolm Reynolds and
Tim Harley and
Ivo Danihelka and
Agnieszka Grabska{-}Barwinska and
Sergio Gomez Colmenarejo and
Edward Grefenstette and
Tiago Ramalho and
John P. Agapiou and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Karl Moritz Hermann and
Yori Zwols and
Georg Ostrovski and
Adam Cain and
Helen King and
Christopher Summerfield and
Phil Blunsom and
Koray Kavukcuoglu and
Demis Hassabis},
title = {Hybrid computing using a neural network with dynamic external memory},
journal = {Nat.},
volume = {538},
number = {7626},
pages = {471--476},
year = {2016},
url = {https://doi.org/10.1038/nature20101},
doi = {10.1038/NATURE20101},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/GravesWRHDGCGRA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihBMGLHSK16,
author = {Volodymyr Mnih and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Mehdi Mirza and
Alex Graves and
Timothy P. Lillicrap and
Tim Harley and
David Silver and
Koray Kavukcuoglu},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Asynchronous Methods for Deep Reinforcement Learning},
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 = {1928--1937},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/mniha16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/MnihBMGLHSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DanihelkaWUKG16,
author = {Ivo Danihelka and
Greg Wayne and
Benigno Uria and
Nal Kalchbrenner and
Alex Graves},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Associative Long Short-Term Memory},
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 = {1986--1994},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/danihelka16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DanihelkaWUKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VezhnevetsMOGVA16,
author = {Alexander Vezhnevets and
Volodymyr Mnih and
Simon Osindero and
Alex Graves and
Oriol Vinyals and
John P. Agapiou and
Koray Kavukcuoglu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Strategic Attentive Writer for Learning Macro-Actions},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3486--3494},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/c4492cbe90fbdbf88a5aec486aa81ed5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VezhnevetsMOGVA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaeHDHSWGL16,
author = {Jack W. Rae and
Jonathan J. Hunt and
Ivo Danihelka and
Timothy Harley and
Andrew W. Senior and
Gregory Wayne and
Alex Graves and
Tim Lillicrap},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3621--3629},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/3fab5890d8113d0b5a4178201dc842ad-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RaeHDHSWGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GruslysMDLG16,
author = {Audrunas Gruslys and
R{\'{e}}mi Munos and
Ivo Danihelka and
Marc Lanctot and
Alex Graves},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Memory-Efficient Backpropagation Through Time},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4125--4133},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/a501bebf79d570651ff601788ea9d16d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GruslysMDLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OordKEKVG16,
author = {A{\"{a}}ron van den Oord and
Nal Kalchbrenner and
Lasse Espeholt and
Koray Kavukcuoglu and
Oriol Vinyals and
Alex Graves},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Conditional Image Generation with PixelCNN Decoders},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4790--4798},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/b1301141feffabac455e1f90a7de2054-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OordKEKVG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssw/OordDZSVGKSK16,
author = {A{\"{a}}ron van den Oord and
Sander Dieleman and
Heiga Zen and
Karen Simonyan and
Oriol Vinyals and
Alex Graves and
Nal Kalchbrenner and
Andrew W. Senior and
Koray Kavukcuoglu},
title = {WaveNet: {A} Generative Model for Raw Audio},
booktitle = {The 9th {ISCA} Speech Synthesis Workshop, Sunnyvale, CA, USA, 13-15
September 2016},
pages = {125},
publisher = {{ISCA}},
year = {2016},
url = {http://www.isca-speech.org/archive/SSW\_2016/abstracts/ssw9\_DS-4\_van\_den\_Oord.html},
timestamp = {Mon, 28 Aug 2023 21:17:54 +0200},
biburl = {https://dblp.org/rec/conf/ssw/OordDZSVGKSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/KalchbrennerDG15,
author = {Nal Kalchbrenner and
Ivo Danihelka and
Alex Graves},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Grid Long Short-Term Memory},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1507.01526},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KalchbrennerDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihBMGLHSK16,
author = {Volodymyr Mnih and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Mehdi Mirza and
Alex Graves and
Timothy P. Lillicrap and
Tim Harley and
David Silver and
Koray Kavukcuoglu},
title = {Asynchronous Methods for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1602.01783},
year = {2016},
url = {http://arxiv.org/abs/1602.01783},
eprinttype = {arXiv},
eprint = {1602.01783},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihBMGLHSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DanihelkaWUKG16,
author = {Ivo Danihelka and
Greg Wayne and
Benigno Uria and
Nal Kalchbrenner and
Alex Graves},
title = {Associative Long Short-Term Memory},
journal = {CoRR},
volume = {abs/1602.03032},
year = {2016},
url = {http://arxiv.org/abs/1602.03032},
eprinttype = {arXiv},
eprint = {1602.03032},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DanihelkaWUKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Graves16,
author = {Alex Graves},
title = {Adaptive Computation Time for Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1603.08983},
year = {2016},
url = {http://arxiv.org/abs/1603.08983},
eprinttype = {arXiv},
eprint = {1603.08983},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Graves16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GruslysMDLG16,
author = {Audrunas Gruslys and
R{\'{e}}mi Munos and
Ivo Danihelka and
Marc Lanctot and
Alex Graves},
title = {Memory-Efficient Backpropagation Through Time},
journal = {CoRR},
volume = {abs/1606.03401},
year = {2016},
url = {http://arxiv.org/abs/1606.03401},
eprinttype = {arXiv},
eprint = {1606.03401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GruslysMDLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VezhnevetsMAOGV16,
author = {Alexander Vezhnevets and
Volodymyr Mnih and
John P. Agapiou and
Simon Osindero and
Alex Graves and
Oriol Vinyals and
Koray Kavukcuoglu},
title = {Strategic Attentive Writer for Learning Macro-Actions},
journal = {CoRR},
volume = {abs/1606.04695},
year = {2016},
url = {http://arxiv.org/abs/1606.04695},
eprinttype = {arXiv},
eprint = {1606.04695},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VezhnevetsMAOGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OordKVEGK16,
author = {A{\"{a}}ron van den Oord and
Nal Kalchbrenner and
Oriol Vinyals and
Lasse Espeholt and
Alex Graves and
Koray Kavukcuoglu},
title = {Conditional Image Generation with PixelCNN Decoders},
journal = {CoRR},
volume = {abs/1606.05328},
year = {2016},
url = {http://arxiv.org/abs/1606.05328},
eprinttype = {arXiv},
eprint = {1606.05328},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OordKVEGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Graves16a,
author = {Alex Graves},
title = {Stochastic Backpropagation through Mixture Density Distributions},
journal = {CoRR},
volume = {abs/1607.05690},
year = {2016},
url = {http://arxiv.org/abs/1607.05690},
eprinttype = {arXiv},
eprint = {1607.05690},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Graves16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JaderbergCOVGK16,
author = {Max Jaderberg and
Wojciech Marian Czarnecki and
Simon Osindero and
Oriol Vinyals and
Alex Graves and
Koray Kavukcuoglu},
title = {Decoupled Neural Interfaces using Synthetic Gradients},
journal = {CoRR},
volume = {abs/1608.05343},
year = {2016},
url = {http://arxiv.org/abs/1608.05343},
eprinttype = {arXiv},
eprint = {1608.05343},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JaderbergCOVGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OordDZSVGKSK16,
author = {A{\"{a}}ron van den Oord and
Sander Dieleman and
Heiga Zen and
Karen Simonyan and
Oriol Vinyals and
Alex Graves and
Nal Kalchbrenner and
Andrew W. Senior and
Koray Kavukcuoglu},
title = {WaveNet: {A} Generative Model for Raw Audio},
journal = {CoRR},
volume = {abs/1609.03499},
year = {2016},
url = {http://arxiv.org/abs/1609.03499},
eprinttype = {arXiv},
eprint = {1609.03499},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OordDZSVGKSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KalchbrennerOSD16,
author = {Nal Kalchbrenner and
A{\"{a}}ron van den Oord and
Karen Simonyan and
Ivo Danihelka and
Oriol Vinyals and
Alex Graves and
Koray Kavukcuoglu},
title = {Video Pixel Networks},
journal = {CoRR},
volume = {abs/1610.00527},
year = {2016},
url = {http://arxiv.org/abs/1610.00527},
eprinttype = {arXiv},
eprint = {1610.00527},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KalchbrennerOSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RaeHHDSWGL16,
author = {Jack W. Rae and
Jonathan J. Hunt and
Tim Harley and
Ivo Danihelka and
Andrew W. Senior and
Greg Wayne and
Alex Graves and
Timothy P. Lillicrap},
title = {Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes},
journal = {CoRR},
volume = {abs/1610.09027},
year = {2016},
url = {http://arxiv.org/abs/1610.09027},
eprinttype = {arXiv},
eprint = {1610.09027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RaeHHDSWGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KalchbrennerESO16,
author = {Nal Kalchbrenner and
Lasse Espeholt and
Karen Simonyan and
A{\"{a}}ron van den Oord and
Alex Graves and
Koray Kavukcuoglu},
title = {Neural Machine Translation in Linear Time},
journal = {CoRR},
volume = {abs/1610.10099},
year = {2016},
url = {http://arxiv.org/abs/1610.10099},
eprinttype = {arXiv},
eprint = {1610.10099},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KalchbrennerESO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/AbandahGAAJA15,
author = {Gheith A. Abandah and
Alex Graves and
Balkees Al{-}Shagoor and
Alaa Arabiyat and
Fuad T. Jamour and
Majid A. Al{-}Taee},
title = {Automatic diacritization of Arabic text using recurrent neural networks},
journal = {Int. J. Document Anal. Recognit.},
volume = {18},
number = {2},
pages = {183--197},
year = {2015},
url = {https://doi.org/10.1007/s10032-015-0242-2},
doi = {10.1007/S10032-015-0242-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdar/AbandahGAAJA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/MnihKSRVBGRFOPB15,
author = {Volodymyr Mnih and
Koray Kavukcuoglu and
David Silver and
Andrei A. Rusu and
Joel Veness and
Marc G. Bellemare and
Alex Graves and
Martin A. Riedmiller and
Andreas Fidjeland and
Georg Ostrovski and
Stig Petersen and
Charles Beattie and
Amir Sadik and
Ioannis Antonoglou and
Helen King and
Dharshan Kumaran and
Daan Wierstra and
Shane Legg and
Demis Hassabis},
title = {Human-level control through deep reinforcement learning},
journal = {Nat.},
volume = {518},
number = {7540},
pages = {529--533},
year = {2015},
url = {https://doi.org/10.1038/nature14236},
doi = {10.1038/NATURE14236},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/MnihKSRVBGRFOPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SakSRIGBS15,
author = {Hasim Sak and
Andrew W. Senior and
Kanishka Rao and
Ozan Irsoy and
Alex Graves and
Fran{\c{c}}oise Beaufays and
Johan Schalkwyk},
title = {Learning acoustic frame labeling for speech recognition with recurrent
neural networks},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {4280--4284},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178778},
doi = {10.1109/ICASSP.2015.7178778},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SakSRIGBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GregorDGRW15,
author = {Karol Gregor and
Ivo Danihelka and
Alex Graves and
Danilo Jimenez Rezende and
Daan Wierstra},
editor = {Francis R. Bach and
David M. Blei},
title = {{DRAW:} {A} Recurrent Neural Network For Image Generation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1462--1471},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gregor15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GregorDGRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorDGW15,
author = {Karol Gregor and
Ivo Danihelka and
Alex Graves and
Daan Wierstra},
title = {{DRAW:} {A} Recurrent Neural Network For Image Generation},
journal = {CoRR},
volume = {abs/1502.04623},
year = {2015},
url = {http://arxiv.org/abs/1502.04623},
eprinttype = {arXiv},
eprint = {1502.04623},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorDGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coria/Graves14,
author = {Alex Graves},
editor = {Marie{-}Francine Moens and
Christian Viard{-}Gaudin and
Ha{\"{\i}}fa Zargayouna and
Oriol Ramos Terrades},
title = {Teaching Computers to Read and Write: Recent Advances in Cursive Handwriting
Recognition and Synthesis with Recurrent Neural Networks},
booktitle = {{CORIA} 2014 - Conf{\'{e}}rence en Recherche d'Infomations et
Applications- 11th French Information Retrieval Conference. {CIFED}
2014 Colloque International Francophone sur l'Ecrit et le Document,
Nancy, France, March 19-23, 2014},
publisher = {{ARIA-GRCE}},
year = {2014},
timestamp = {Fri, 31 Oct 2014 13:10:34 +0100},
biburl = {https://dblp.org/rec/conf/coria/Graves14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GravesJ14,
author = {Alex Graves and
Navdeep Jaitly},
title = {Towards End-To-End Speech Recognition with Recurrent Neural Networks},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1764--1772},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/graves14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GravesJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MnihHGK14,
author = {Volodymyr Mnih and
Nicolas Heess and
Alex Graves and
Koray Kavukcuoglu},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Recurrent Models of Visual Attention},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2204--2212},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/09c6c3783b4a70054da74f2538ed47c6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MnihHGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihHGK14,
author = {Volodymyr Mnih and
Nicolas Heess and
Alex Graves and
Koray Kavukcuoglu},
title = {Recurrent Models of Visual Attention},
journal = {CoRR},
volume = {abs/1406.6247},
year = {2014},
url = {http://arxiv.org/abs/1406.6247},
eprinttype = {arXiv},
eprint = {1406.6247},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihHGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GravesWD14,
author = {Alex Graves and
Greg Wayne and
Ivo Danihelka},
title = {Neural Turing Machines},
journal = {CoRR},
volume = {abs/1410.5401},
year = {2014},
url = {http://arxiv.org/abs/1410.5401},
eprinttype = {arXiv},
eprint = {1410.5401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GravesWD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/GravesJM13,
author = {Alex Graves and
Navdeep Jaitly and
Abdel{-}rahman Mohamed},
title = {Hybrid speech recognition with Deep Bidirectional {LSTM}},
booktitle = {2013 {IEEE} Workshop on Automatic Speech Recognition and Understanding,
Olomouc, Czech Republic, December 8-12, 2013},
pages = {273--278},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ASRU.2013.6707742},
doi = {10.1109/ASRU.2013.6707742},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/asru/GravesJM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GravesMH13,
author = {Alex Graves and
Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
title = {Speech recognition with deep recurrent neural networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6645--6649},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638947},
doi = {10.1109/ICASSP.2013.6638947},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GravesMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5778,
author = {Alex Graves and
Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
title = {Speech Recognition with Deep Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1303.5778},
year = {2013},
url = {http://arxiv.org/abs/1303.5778},
eprinttype = {arXiv},
eprint = {1303.5778},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Graves13,
author = {Alex Graves},
title = {Generating Sequences With Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1308.0850},
year = {2013},
url = {http://arxiv.org/abs/1308.0850},
eprinttype = {arXiv},
eprint = {1308.0850},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Graves13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihKSGAWR13,
author = {Volodymyr Mnih and
Koray Kavukcuoglu and
David Silver and
Alex Graves and
Ioannis Antonoglou and
Daan Wierstra and
Martin A. Riedmiller},
title = {Playing Atari with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1312.5602},
year = {2013},
url = {http://arxiv.org/abs/1312.5602},
eprinttype = {arXiv},
eprint = {1312.5602},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihKSGAWR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2012-385,
author = {Alex Graves},
title = {Supervised Sequence Labelling with Recurrent Neural Networks},
series = {Studies in Computational Intelligence},
volume = {385},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-24797-2},
doi = {10.1007/978-3-642-24797-2},
isbn = {978-3-642-24796-5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2012-385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/LiwickiGB12,
author = {Marcus Liwicki and
Alex Graves and
Horst Bunke},
editor = {Marek R. Ogiela and
Lakhmi C. Jain},
title = {Neural Networks for Handwriting Recognition},
booktitle = {Computational Intelligence Paradigms in Advanced Pattern Classification},
series = {Studies in Computational Intelligence},
volume = {386},
pages = {5--24},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-24049-2\_2},
doi = {10.1007/978-3-642-24049-2\_2},
timestamp = {Tue, 16 May 2017 14:24:30 +0200},
biburl = {https://dblp.org/rec/series/sci/LiwickiGB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-3711,
author = {Alex Graves},
title = {Sequence Transduction with Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1211.3711},
year = {2012},
url = {http://arxiv.org/abs/1211.3711},
eprinttype = {arXiv},
eprint = {1211.3711},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-3711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agi/SchmidhuberCMMG11,
author = {J{\"{u}}rgen Schmidhuber and
Dan C. Ciresan and
Ueli Meier and
Jonathan Masci and
Alex Graves},
editor = {J{\"{u}}rgen Schmidhuber and
Kristinn R. Th{\'{o}}risson and
Moshe Looks},
title = {On Fast Deep Nets for {AGI} Vision},
booktitle = {Artificial General Intelligence - 4th International Conference, {AGI}
2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6830},
pages = {243--246},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22887-2\_25},
doi = {10.1007/978-3-642-22887-2\_25},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/agi/SchmidhuberCMMG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Graves11,
author = {Alex Graves},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Practical Variational Inference for Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2348--2356},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/7eb3c8be3d411e8ebfab08eba5f49632-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Graves11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/WollmerEGSR10,
author = {Martin W{\"{o}}llmer and
Florian Eyben and
Alex Graves and
Bj{\"{o}}rn W. Schuller and
Gerhard Rigoll},
title = {Bidirectional {LSTM} Networks for Context-Sensitive Keyword Detection
in a Cognitive Virtual Agent Framework},
journal = {Cogn. Comput.},
volume = {2},
number = {3},
pages = {180--190},
year = {2010},
url = {https://doi.org/10.1007/s12559-010-9041-8},
doi = {10.1007/S12559-010-9041-8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/WollmerEGSR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmui/EybenWGSDC10,
author = {Florian Eyben and
Martin W{\"{o}}llmer and
Alex Graves and
Bj{\"{o}}rn W. Schuller and
Ellen Douglas{-}Cowie and
Roddy Cowie},
title = {On-line emotion recognition in a 3-D activation-valence-time continuum
using acoustic and linguistic cues},
journal = {J. Multimodal User Interfaces},
volume = {3},
number = {1-2},
pages = {7--19},
year = {2010},
url = {https://doi.org/10.1007/s12193-009-0032-6},
doi = {10.1007/S12193-009-0032-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmui/EybenWGSDC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SehnkeORGPS10,
author = {Frank Sehnke and
Christian Osendorfer and
Thomas R{\"{u}}ckstie{\ss} and
Alex Graves and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
title = {Parameter-exploring policy gradients},
journal = {Neural Networks},
volume = {23},
number = {4},
pages = {551--559},
year = {2010},
url = {https://doi.org/10.1016/j.neunet.2009.12.004},
doi = {10.1016/J.NEUNET.2009.12.004},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SehnkeORGPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SehnkeGOS10,
author = {Frank Sehnke and
Alex Graves and
Christian Osendorfer and
J{\"{u}}rgen Schmidhuber},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {Multimodal Parameter-exploring Policy Gradients},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {113--118},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.24},
doi = {10.1109/ICMLA.2010.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/SehnkeGOS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/EybenBSG10,
author = {Florian Eyben and
Sebastian B{\"{o}}ck and
Bj{\"{o}}rn W. Schuller and
Alex Graves},
editor = {J. Stephen Downie and
Remco C. Veltkamp},
title = {Universal Onset Detection with Bidirectional Long Short-Term Memory
Neural Networks},
booktitle = {Proceedings of the 11th International Society for Music Information
Retrieval Conference, {ISMIR} 2010, Utrecht, Netherlands, August 9-13,
2010},
pages = {589--594},
publisher = {International Society for Music Information Retrieval},
year = {2010},
url = {http://ismir2010.ismir.net/proceedings/ismir2010-101.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/EybenBSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GravesLFBBS09,
author = {Alex Graves and
Marcus Liwicki and
Santiago Fern{\'{a}}ndez and
Roman Bertolami and
Horst Bunke and
J{\"{u}}rgen Schmidhuber},
title = {A Novel Connectionist System for Unconstrained Handwriting Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {5},
pages = {855--868},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.137},
doi = {10.1109/TPAMI.2008.137},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GravesLFBBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/EybenWSG09,
author = {Florian Eyben and
Martin W{\"{o}}llmer and
Bj{\"{o}}rn W. Schuller and
Alex Graves},
title = {From speech to letters - using a novel neural network architecture
for grapheme based {ASR}},
booktitle = {2009 {IEEE} Workshop on Automatic Speech Recognition {\&} Understanding,
{ASRU} 2009, Merano/Meran, Italy, December 13-17, 2009},
pages = {376--380},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ASRU.2009.5373257},
doi = {10.1109/ASRU.2009.5373257},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asru/EybenWSG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WollmerEKGSR09,
author = {Martin W{\"{o}}llmer and
Florian Eyben and
Joseph Keshet and
Alex Graves and
Bj{\"{o}}rn W. Schuller and
Gerhard Rigoll},
title = {Robust discriminative keyword spotting for emotionally colored spontaneous
speech using bidirectional {LSTM} networks},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {3949--3952},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960492},
doi = {10.1109/ICASSP.2009.4960492},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WollmerEKGSR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nolisp/WollmerEGSR09,
author = {Martin W{\"{o}}llmer and
Florian Eyben and
Alex Graves and
Bj{\"{o}}rn W. Schuller and
Gerhard Rigoll},
editor = {Jordi Sol{\'{e}} i Casals and
Vladimir Zaiats},
title = {Improving Keyword Spotting with a Tandem {BLSTM-DBN} Architecture},
booktitle = {Advances in Nonlinear Speech Processing, International Conference
on Nonlinear Speech Processing, {NOLISP} 2009, Vic, Spain, June 25-27.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5933},
pages = {68--75},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11509-7\_9},
doi = {10.1007/978-3-642-11509-7\_9},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nolisp/WollmerEGSR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Graves2008,
author = {Alex Graves},
title = {Supervised sequence labelling with recurrent neural networks},
school = {Technical University Munich},
year = {2008},
url = {https://d-nb.info/99115827X},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Graves2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SehnkeORGPS08,
author = {Frank Sehnke and
Christian Osendorfer and
Thomas R{\"{u}}ckstie{\ss} and
Alex Graves and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Policy Gradients with Parameter-Based Exploration for Control},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {387--396},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_40},
doi = {10.1007/978-3-540-87536-9\_40},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SehnkeORGPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GravesS08,
author = {Alex Graves and
J{\"{u}}rgen Schmidhuber},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Offline Handwriting Recognition with Multidimensional Recurrent Neural
Networks},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {545--552},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/66368270ffd51418ec58bd793f2d9b1b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GravesS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0804-3269,
author = {Santiago Fern{\'{a}}ndez and
Alex Graves and
J{\"{u}}rgen Schmidhuber},
title = {Phoneme recognition in {TIMIT} with {BLSTM-CTC}},
journal = {CoRR},
volume = {abs/0804.3269},
year = {2008},
url = {http://arxiv.org/abs/0804.3269},
eprinttype = {arXiv},
eprint = {0804.3269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0804-3269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ForsterGS07,
author = {Alexander F{\"{o}}rster and
Alex Graves and
J{\"{u}}rgen Schmidhuber},
title = {RNN-based Learning of Compact Maps for Efficient Robot Localization},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {537--542},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-94.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ForsterGS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FernandezGS07,
author = {Santiago Fern{\'{a}}ndez and
Alex Graves and
J{\"{u}}rgen Schmidhuber},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {An Application of Recurrent Neural Networks to Discriminative Keyword
Spotting},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4669},
pages = {220--229},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74695-9\_23},
doi = {10.1007/978-3-540-74695-9\_23},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/FernandezGS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GravesFS07,
author = {Alex Graves and
Santiago Fern{\'{a}}ndez and
J{\"{u}}rgen Schmidhuber},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Multi-dimensional Recurrent Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {549--558},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_56},
doi = {10.1007/978-3-540-74690-4\_56},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/GravesFS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FernandezGS07,
author = {Santiago Fern{\'{a}}ndez and
Alex Graves and
J{\"{u}}rgen Schmidhuber},
editor = {Manuela M. Veloso},
title = {Sequence Labelling in Structured Domains with Hierarchical Recurrent
Neural Networks},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {774--779},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/124.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FernandezGS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GravesFLBS07,
author = {Alex Graves and
Santiago Fern{\'{a}}ndez and
Marcus Liwicki and
Horst Bunke and
J{\"{u}}rgen Schmidhuber},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Unconstrained On-line Handwriting Recognition with Recurrent Neural
Networks},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {577--584},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/4b0250793549726d5c1ea3906726ebfe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GravesFLBS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0705-2011,
author = {Alex Graves and
Santiago Fern{\'{a}}ndez and
J{\"{u}}rgen Schmidhuber},
title = {Multi-Dimensional Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/0705.2011},
year = {2007},
url = {http://arxiv.org/abs/0705.2011},
eprinttype = {arXiv},
eprint = {0705.2011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0705-2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GravesFGS06,
author = {Alex Graves and
Santiago Fern{\'{a}}ndez and
Faustino J. Gomez and
J{\"{u}}rgen Schmidhuber},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Connectionist temporal classification: labelling unsegmented sequence
data with recurrent neural networks},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {369--376},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143891},
doi = {10.1145/1143844.1143891},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/GravesFGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GravesS05,
author = {Alex Graves and
J{\"{u}}rgen Schmidhuber},
title = {Framewise phoneme classification with bidirectional {LSTM} and other
neural network architectures},
journal = {Neural Networks},
volume = {18},
number = {5-6},
pages = {602--610},
year = {2005},
url = {https://doi.org/10.1016/j.neunet.2005.06.042},
doi = {10.1016/J.NEUNET.2005.06.042},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GravesS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BeringerGSS05,
author = {Nicole Beringer and
Alex Graves and
Florian Schiel and
J{\"{u}}rgen Schmidhuber},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Classifying Unprompted Speech by Retraining {LSTM} Nets},
booktitle = {Artificial Neural Networks: Biological Inspirations - {ICANN} 2005,
15th International Conference, Warsaw, Poland, September 11-15, 2005,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3696},
pages = {575--581},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550822\_90},
doi = {10.1007/11550822\_90},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/BeringerGSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GravesFS05,
author = {Alex Graves and
Santiago Fern{\'{a}}ndez and
J{\"{u}}rgen Schmidhuber},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Bidirectional {LSTM} Networks for Improved Phoneme Classification
and Recognition},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {799--804},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_126},
doi = {10.1007/11550907\_126},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/GravesFS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioadit/GravesEBS04,
author = {Alex Graves and
Douglas Eck and
Nicole Beringer and
J{\"{u}}rgen Schmidhuber},
editor = {Auke Jan Ijspeert and
Masayuki Murata and
Naoki Wakamiya},
title = {Biologically Plausible Speech Recognition with {LSTM} Neural Nets},
booktitle = {Biologically Inspired Approaches to Advanced Information Technology,
First International Workshop, BioADIT 2004, Lausanne, Switzerland,
January 29-30, 2004. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3141},
pages = {127--136},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27835-1\_10},
doi = {10.1007/978-3-540-27835-1\_10},
timestamp = {Fri, 30 Dec 2022 14:18:14 +0100},
biburl = {https://dblp.org/rec/conf/bioadit/GravesEBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nci/GravesBS04,
author = {Alex Graves and
Nicole Beringer and
J{\"{u}}rgen Schmidhuber},
title = {A comparison between spiking and differentiable recurrent neural networks
on spoken digit recognition},
booktitle = {Proceedings of the {IASTED} International Conference on Neural Networks
and Computational Intelligence, {NCI} 2004, February 23-25, 2004,
Grindelwald, Switzerland},
pages = {164--168},
publisher = {{IASTED/ACTA} Press},
year = {2004},
timestamp = {Thu, 09 Nov 2006 13:47:32 +0100},
biburl = {https://dblp.org/rec/conf/nci/GravesBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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