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ORCIDBibTeX records: Simon Osindero
@inproceedings{DBLP:conf/icml/BruceDEPS0LMSAA24,
author = {Jake Bruce and
Michael D. Dennis and
Ashley Edwards and
Jack Parker{-}Holder and
Yuge Shi and
Edward Hughes and
Matthew Lai and
Aditi Mavalankar and
Richie Steigerwald and
Chris Apps and
Yusuf Aytar and
Sarah Bechtle and
Feryal M. P. Behbahani and
Stephanie C. Y. Chan and
Nicolas Heess and
Lucy Gonzalez and
Simon Osindero and
Sherjil Ozair and
Scott E. Reed and
Jingwei Zhang and
Konrad Zolna and
Jeff Clune and
Nando de Freitas and
Satinder Singh and
Tim Rockt{\"{a}}schel},
title = {Genie: Generative Interactive Environments},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bJbSbJskOS},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/BruceDEPS0LMSAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FernandoBMOR24,
author = {Chrisantha Fernando and
Dylan Banarse and
Henryk Michalewski and
Simon Osindero and
Tim Rockt{\"{a}}schel},
title = {Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=9ZxnPZGmPU},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FernandoBMOR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15391,
author = {Jake Bruce and
Michael Dennis and
Ashley Edwards and
Jack Parker{-}Holder and
Yuge Shi and
Edward Hughes and
Matthew Lai and
Aditi Mavalankar and
Richie Steigerwald and
Chris Apps and
Yusuf Aytar and
Sarah Bechtle and
Feryal M. P. Behbahani and
Stephanie Chan and
Nicolas Heess and
Lucy Gonzalez and
Simon Osindero and
Sherjil Ozair and
Scott E. Reed and
Jingwei Zhang and
Konrad Zolna and
Jeff Clune and
Nando de Freitas and
Satinder Singh and
Tim Rockt{\"{a}}schel},
title = {Genie: Generative Interactive Environments},
journal = {CoRR},
volume = {abs/2402.15391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15391},
doi = {10.48550/ARXIV.2402.15391},
eprinttype = {arXiv},
eprint = {2402.15391},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11666,
author = {Piotr Mirowski and
David Warde{-}Farley and
Mihaela Rosca and
Matthew Koichi Grimes and
Yana Hasson and
Hyunjik Kim and
M{\'{e}}lanie Rey and
Simon Osindero and
Suman V. Ravuri and
Shakir Mohamed},
title = {Neural Compression of Atmospheric States},
journal = {CoRR},
volume = {abs/2407.11666},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11666},
doi = {10.48550/ARXIV.2407.11666},
eprinttype = {arXiv},
eprint = {2407.11666},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PatrauceanS0RMB23,
author = {Viorica Patraucean and
Lucas Smaira and
Ankush Gupta and
Adri{\`{a}} Recasens and
Larisa Markeeva and
Dylan Banarse and
Skanda Koppula and
Joseph Heyward and
Mateusz Malinowski and
Yi Yang and
Carl Doersch and
Tatiana Matejovicova and
Yury Sulsky and
Antoine Miech and
Alexandre Fr{\'{e}}chette and
Hanna Klimczak and
Raphael Koster and
Junlin Zhang and
Stephanie Winkler and
Yusuf Aytar and
Simon Osindero and
Dima Damen and
Andrew Zisserman and
Jo{\~{a}}o Carreira},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Perception Test: {A} Diagnostic Benchmark for Multimodal Video Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8540fba4abdc7f9f7a7b1cc6cd60e409-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PatrauceanS0RMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13786,
author = {Viorica Patraucean and
Lucas Smaira and
Ankush Gupta and
Adri{\`{a}} Recasens Continente and
Larisa Markeeva and
Dylan Banarse and
Skanda Koppula and
Joseph Heyward and
Mateusz Malinowski and
Yi Yang and
Carl Doersch and
Tatiana Matejovicova and
Yury Sulsky and
Antoine Miech and
Alexandre Fr{\'{e}}chette and
Hanna Klimczak and
Raphael Koster and
Junlin Zhang and
Stephanie Winkler and
Yusuf Aytar and
Simon Osindero and
Dima Damen and
Andrew Zisserman and
Jo{\~{a}}o Carreira},
title = {Perception Test: {A} Diagnostic Benchmark for Multimodal Video Models},
journal = {CoRR},
volume = {abs/2305.13786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13786},
doi = {10.48550/ARXIV.2305.13786},
eprinttype = {arXiv},
eprint = {2305.13786},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16797,
author = {Chrisantha Fernando and
Dylan Banarse and
Henryk Michalewski and
Simon Osindero and
Tim Rockt{\"{a}}schel},
title = {Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution},
journal = {CoRR},
volume = {abs/2309.16797},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16797},
doi = {10.48550/ARXIV.2309.16797},
eprinttype = {arXiv},
eprint = {2309.16797},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02101,
author = {David Warde{-}Farley and
Vinod Nair and
Yujia Li and
Ivan Lobov and
Felix Gimeno and
Simon Osindero},
title = {Solving MaxSAT with Matrix Multiplication},
journal = {CoRR},
volume = {abs/2311.02101},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02101},
doi = {10.48550/ARXIV.2311.02101},
eprinttype = {arXiv},
eprint = {2311.02101},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03664,
author = {Alexander Sasha Vezhnevets and
John P. Agapiou and
Avia Aharon and
Ron Ziv and
Jayd Matyas and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
William A. Cunningham and
Simon Osindero and
Danny Karmon and
Joel Z. Leibo},
title = {Generative agent-based modeling with actions grounded in physical,
social, or digital space using Concordia},
journal = {CoRR},
volume = {abs/2312.03664},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03664},
doi = {10.48550/ARXIV.2312.03664},
eprinttype = {arXiv},
eprint = {2312.03664},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/MirowskiBMOF22,
author = {Piotr Mirowski and
Dylan Banarse and
Mateusz Malinowski and
Simon Osindero and
Chrisantha Fernando},
editor = {Maria M. Hedblom and
Anna Aurora Kantosalo and
Roberto Confalonieri and
Oliver Kutz and
Tony Veale},
title = {{CLIP-CLOP:} CLIP-Guided Collage and Photomontage},
booktitle = {Proceedings of the 13th International Conference on Computational
Creativity, Bozen-Bolzano, Italy, June 27 - July 1, 2022},
pages = {190--194},
publisher = {Association for Computational Creativity {(ACC)}},
year = {2022},
url = {http://computationalcreativity.net/iccc22/papers/ICCC-2022\_paper\_104.pdf},
timestamp = {Thu, 22 Sep 2022 13:22:51 +0200},
biburl = {https://dblp.org/rec/conf/icccrea/MirowskiBMOF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BorgeaudMHCRM0L22,
author = {Sebastian Borgeaud and
Arthur Mensch and
Jordan Hoffmann and
Trevor Cai and
Eliza Rutherford and
Katie Millican and
George van den Driessche and
Jean{-}Baptiste Lespiau and
Bogdan Damoc and
Aidan Clark and
Diego de Las Casas and
Aurelia Guy and
Jacob Menick and
Roman Ring and
Tom Hennigan and
Saffron Huang and
Loren Maggiore and
Chris Jones and
Albin Cassirer and
Andy Brock and
Michela Paganini and
Geoffrey Irving and
Oriol Vinyals and
Simon Osindero and
Karen Simonyan and
Jack W. Rae and
Erich Elsen and
Laurent Sifre},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Improving Language Models by Retrieving from Trillions of Tokens},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {2206--2240},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/borgeaud22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/BorgeaudMHCRM0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ClarkCGMPHDHCB022,
author = {Aidan Clark and
Diego de Las Casas and
Aurelia Guy and
Arthur Mensch and
Michela Paganini and
Jordan Hoffmann and
Bogdan Damoc and
Blake A. Hechtman and
Trevor Cai and
Sebastian Borgeaud and
George van den Driessche and
Eliza Rutherford and
Tom Hennigan and
Matthew J. Johnson and
Albin Cassirer and
Chris Jones and
Elena Buchatskaya and
David Budden and
Laurent Sifre and
Simon Osindero and
Oriol Vinyals and
Marc'Aurelio Ranzato and
Jack W. Rae and
Erich Elsen and
Koray Kavukcuoglu and
Karen Simonyan},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Unified Scaling Laws for Routed Language Models},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {4057--4086},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/clark22a.html},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ClarkCGMPHDHCB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FilosVMFBFBS0O22,
author = {Angelos Filos and
Eszter V{\'{e}}rtes and
Zita Marinho and
Gregory Farquhar and
Diana Borsa and
Abram L. Friesen and
Feryal M. P. Behbahani and
Tom Schaul and
Andr{\'{e}} Barreto and
Simon Osindero},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Model-Value Inconsistency as a Signal for Epistemic Uncertainty},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {6474--6498},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/filos22a.html},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FilosVMFBFBS0O22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoyalFBWKBGMHKV22,
author = {Anirudh Goyal and
Abram L. Friesen and
Andrea Banino and
Theophane Weber and
Nan Rosemary Ke and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Arthur Guez and
Mehdi Mirza and
Peter Conway Humphreys and
Ksenia Konyushkova and
Michal Valko and
Simon Osindero and
Timothy P. Lillicrap and
Nicolas Heess and
Charles Blundell},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Retrieval-Augmented Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {7740--7765},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/goyal22a.html},
timestamp = {Sun, 12 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoyalFBWKBGMHKV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoffmannBMBCRCH22,
author = {Jordan Hoffmann and
Sebastian Borgeaud and
Arthur Mensch and
Elena Buchatskaya and
Trevor Cai and
Eliza Rutherford and
Diego de Las Casas and
Lisa Anne Hendricks and
Johannes Welbl and
Aidan Clark and
Tom Hennigan and
Eric Noland and
Katherine Millican and
George van den Driessche and
Bogdan Damoc and
Aurelia Guy and
Simon Osindero and
Karen Simonyan and
Erich Elsen and
Oriol Vinyals and
Jack W. Rae and
Laurent Sifre},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {An empirical analysis of compute-optimal large language model training},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c1e2faff6f588870935f114ebe04a3e5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoffmannBMBCRCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01169,
author = {Aidan Clark and
Diego de Las Casas and
Aurelia Guy and
Arthur Mensch and
Michela Paganini and
Jordan Hoffmann and
Bogdan Damoc and
Blake A. Hechtman and
Trevor Cai and
Sebastian Borgeaud and
George van den Driessche and
Eliza Rutherford and
Tom Hennigan and
Matthew J. Johnson and
Katie Millican and
Albin Cassirer and
Chris Jones and
Elena Buchatskaya and
David Budden and
Laurent Sifre and
Simon Osindero and
Oriol Vinyals and
Jack W. Rae and
Erich Elsen and
Koray Kavukcuoglu and
Karen Simonyan},
title = {Unified Scaling Laws for Routed Language Models},
journal = {CoRR},
volume = {abs/2202.01169},
year = {2022},
url = {https://arxiv.org/abs/2202.01169},
eprinttype = {arXiv},
eprint = {2202.01169},
timestamp = {Sat, 04 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08417,
author = {Anirudh Goyal and
Abram L. Friesen and
Andrea Banino and
Theophane Weber and
Nan Rosemary Ke and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Arthur Guez and
Mehdi Mirza and
Ksenia Konyushkova and
Michal Valko and
Simon Osindero and
Timothy P. Lillicrap and
Nicolas Heess and
Charles Blundell},
title = {Retrieval-Augmented Reinforcement Learning},
journal = {CoRR},
volume = {abs/2202.08417},
year = {2022},
url = {https://arxiv.org/abs/2202.08417},
eprinttype = {arXiv},
eprint = {2202.08417},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15556,
author = {Jordan Hoffmann and
Sebastian Borgeaud and
Arthur Mensch and
Elena Buchatskaya and
Trevor Cai and
Eliza Rutherford and
Diego de Las Casas and
Lisa Anne Hendricks and
Johannes Welbl and
Aidan Clark and
Tom Hennigan and
Eric Noland and
Katie Millican and
George van den Driessche and
Bogdan Damoc and
Aurelia Guy and
Simon Osindero and
Karen Simonyan and
Erich Elsen and
Jack W. Rae and
Oriol Vinyals and
Laurent Sifre},
title = {Training Compute-Optimal Large Language Models},
journal = {CoRR},
volume = {abs/2203.15556},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15556},
doi = {10.48550/ARXIV.2203.15556},
eprinttype = {arXiv},
eprint = {2203.15556},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03146,
author = {Piotr Mirowski and
Dylan Banarse and
Mateusz Malinowski and
Simon Osindero and
Chrisantha Fernando},
title = {{CLIP-CLOP:} CLIP-Guided Collage and Photomontage},
journal = {CoRR},
volume = {abs/2205.03146},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03146},
doi = {10.48550/ARXIV.2205.03146},
eprinttype = {arXiv},
eprint = {2205.03146},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03146.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}
}
@inproceedings{DBLP:conf/nips/HansenDBWHOM21,
author = {Steven Hansen and
Guillaume Desjardins and
Kate Baumli and
David Warde{-}Farley and
Nicolas Heess and
Simon Osindero and
Volodymyr Mnih},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Entropic Desired Dynamics for Intrinsic Control},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {11436--11448},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/5f7f02b7e4ade23430f345f954c938c1-Abstract.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HansenDBWHOM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00162,
author = {Chrisantha Fernando and
S. M. Ali Eslami and
Jean{-}Baptiste Alayrac and
Piotr Mirowski and
Dylan Banarse and
Simon Osindero},
title = {Generative Art Using Neural Visual Grammars and Dual Encoders},
journal = {CoRR},
volume = {abs/2105.00162},
year = {2021},
url = {https://arxiv.org/abs/2105.00162},
eprinttype = {arXiv},
eprint = {2105.00162},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03517,
author = {Siddhant M. Jayakumar and
Razvan Pascanu and
Jack W. Rae and
Simon Osindero and
Erich Elsen},
title = {Top-KAST: Top-K Always Sparse Training},
journal = {CoRR},
volume = {abs/2106.03517},
year = {2021},
url = {https://arxiv.org/abs/2106.03517},
eprinttype = {arXiv},
eprint = {2106.03517},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04153,
author = {Angelos Filos and
Eszter V{\'{e}}rtes and
Zita Marinho and
Gregory Farquhar and
Diana Borsa and
Abram L. Friesen and
Feryal M. P. Behbahani and
Tom Schaul and
Andr{\'{e}} Barreto and
Simon Osindero},
title = {Model-Value Inconsistency as a Signal for Epistemic Uncertainty},
journal = {CoRR},
volume = {abs/2112.04153},
year = {2021},
url = {https://arxiv.org/abs/2112.04153},
eprinttype = {arXiv},
eprint = {2112.04153},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04426,
author = {Sebastian Borgeaud and
Arthur Mensch and
Jordan Hoffmann and
Trevor Cai and
Eliza Rutherford and
Katie Millican and
George van den Driessche and
Jean{-}Baptiste Lespiau and
Bogdan Damoc and
Aidan Clark and
Diego de Las Casas and
Aurelia Guy and
Jacob Menick and
Roman Ring and
Tom Hennigan and
Saffron Huang and
Loren Maggiore and
Chris Jones and
Albin Cassirer and
Andy Brock and
Michela Paganini and
Geoffrey Irving and
Oriol Vinyals and
Simon Osindero and
Karen Simonyan and
Jack W. Rae and
Erich Elsen and
Laurent Sifre},
title = {Improving language models by retrieving from trillions of tokens},
journal = {CoRR},
volume = {abs/2112.04426},
year = {2021},
url = {https://arxiv.org/abs/2112.04426},
eprinttype = {arXiv},
eprint = {2112.04426},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04426.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}
}
@inproceedings{DBLP:conf/iclr/BartunovROL20,
author = {Sergey Bartunov and
Jack W. Rae and
Simon Osindero and
Timothy P. Lillicrap},
title = {Meta-Learning Deep Energy-Based Memory Models},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SyljQyBFDH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BartunovROL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JayakumarCMSROT20,
author = {Siddhant M. Jayakumar and
Wojciech M. Czarnecki and
Jacob Menick and
Jonathan Schwarz and
Jack W. Rae and
Simon Osindero and
Yee Whye Teh and
Tim Harley and
Razvan Pascanu},
title = {Multiplicative Interactions and Where to Find Them},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rylnK6VtDH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JayakumarCMSROT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BornscheinVO20,
author = {J{\"{o}}rg Bornschein and
Francesco Visin and
Simon Osindero},
title = {Small Data, Big Decisions: Model Selection in the Small-Data Regime},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1035--1044},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bornschein20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BornscheinVO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JayakumarPROE20,
author = {Siddhant M. Jayakumar and
Razvan Pascanu and
Jack W. Rae and
Simon Osindero and
Erich Elsen},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Top-KAST: Top-K Always Sparse Training},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ee76626ee11ada502d5dbf1fb5aae4d2-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JayakumarPROE20.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}
}
@article{DBLP:journals/corr/abs-2006-07360,
author = {Jordan Hoffmann and
Simon Schmitt and
Simon Osindero and
Karen Simonyan and
Erich Elsen},
title = {AlgebraNets},
journal = {CoRR},
volume = {abs/2006.07360},
year = {2020},
url = {https://arxiv.org/abs/2006.07360},
eprinttype = {arXiv},
eprint = {2006.07360},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12583,
author = {J{\"{o}}rg Bornschein and
Francesco Visin and
Simon Osindero},
title = {Small Data, Big Decisions: Model Selection in the Small-Data Regime},
journal = {CoRR},
volume = {abs/2009.12583},
year = {2020},
url = {https://arxiv.org/abs/2009.12583},
eprinttype = {arXiv},
eprint = {2009.12583},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02820,
author = {Chrisantha Fernando and
Daria Zenkova and
Stanislav Nikolov and
Simon Osindero},
title = {From Language Games to Drawing Games},
journal = {CoRR},
volume = {abs/2010.02820},
year = {2020},
url = {https://arxiv.org/abs/2010.02820},
eprinttype = {arXiv},
eprint = {2010.02820},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03535,
author = {Simon Osindero},
title = {Contrastive Topographic Models: Energy-based density models applied
to the understanding of sensory coding and cortical topography},
journal = {CoRR},
volume = {abs/2011.03535},
year = {2020},
url = {https://arxiv.org/abs/2011.03535},
eprinttype = {arXiv},
eprint = {2011.03535},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CzarneckiPOJSJ19,
author = {Wojciech M. Czarnecki and
Razvan Pascanu and
Simon Osindero and
Siddhant M. Jayakumar and
Grzegorz Swirszcz and
Max Jaderberg},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Distilling Policy Distillation},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1331--1340},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/czarnecki19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CzarneckiPOJSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RusuRSVPOH19,
author = {Andrei A. Rusu and
Dushyant Rao and
Jakub Sygnowski and
Oriol Vinyals and
Razvan Pascanu and
Simon Osindero and
Raia Hadsell},
title = {Meta-Learning with Latent Embedding Optimization},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BJgklhAcK7},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RusuRSVPOH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02186,
author = {Wojciech Marian Czarnecki and
Razvan Pascanu and
Simon Osindero and
Siddhant M. Jayakumar and
Grzegorz Swirszcz and
Max Jaderberg},
title = {Distilling Policy Distillation},
journal = {CoRR},
volume = {abs/1902.02186},
year = {2019},
url = {http://arxiv.org/abs/1902.02186},
eprinttype = {arXiv},
eprint = {1902.02186},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03030,
author = {Pedro A. Ortega and
Jane X. Wang and
Mark Rowland and
Tim Genewein and
Zeb Kurth{-}Nelson and
Razvan Pascanu and
Nicolas Heess and
Joel Veness and
Alexander Pritzel and
Pablo Sprechmann and
Siddhant M. Jayakumar and
Tom McGrath and
Kevin J. Miller and
Mohammad Gheshlaghi Azar and
Ian Osband and
Neil C. Rabinowitz and
Andr{\'{a}}s Gy{\"{o}}rgy and
Silvia Chiappa and
Simon Osindero and
Yee Whye Teh and
Hado van Hasselt and
Nando de Freitas and
Matthew M. Botvinick and
Shane Legg},
title = {Meta-learning of Sequential Strategies},
journal = {CoRR},
volume = {abs/1905.03030},
year = {2019},
url = {http://arxiv.org/abs/1905.03030},
eprinttype = {arXiv},
eprint = {1905.03030},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02720,
author = {Sergey Bartunov and
Jack W. Rae and
Simon Osindero and
Timothy P. Lillicrap},
title = {Meta-Learning Deep Energy-Based Memory Models},
journal = {CoRR},
volume = {abs/1910.02720},
year = {2019},
url = {http://arxiv.org/abs/1910.02720},
eprinttype = {arXiv},
eprint = {1910.02720},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06910,
author = {Tom Schaul and
Diana Borsa and
David Ding and
David Szepesvari and
Georg Ostrovski and
Will Dabney and
Simon Osindero},
title = {Adapting Behaviour for Learning Progress},
journal = {CoRR},
volume = {abs/1912.06910},
year = {2019},
url = {http://arxiv.org/abs/1912.06910},
eprinttype = {arXiv},
eprint = {1912.06910},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07559,
author = {Wojciech Marian Czarnecki and
Simon Osindero and
Razvan Pascanu and
Max Jaderberg},
title = {A Deep Neural Network's Loss Surface Contains Every Low-dimensional
Pattern},
journal = {CoRR},
volume = {abs/1912.07559},
year = {2019},
url = {http://arxiv.org/abs/1912.07559},
eprinttype = {arXiv},
eprint = {1912.07559},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/CarreiraPMZO18,
author = {Jo{\~{a}}o Carreira and
Viorica Patraucean and
Laurent Mazar{\'{e}} and
Andrew Zisserman and
Simon Osindero},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Massively Parallel Video Networks},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11208},
pages = {680--697},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01225-0\_40},
doi = {10.1007/978-3-030-01225-0\_40},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/CarreiraPMZO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FernandoSOWSTSP18,
author = {Chrisantha Fernando and
Jakub Sygnowski and
Simon Osindero and
Jane Wang and
Tom Schaul and
Denis Teplyashin and
Pablo Sprechmann and
Alexander Pritzel and
Andrei A. Rusu},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Meta-learning by the baldwin effect},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {109--110},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3205763},
doi = {10.1145/3205651.3205763},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FernandoSOWSTSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FernandoSOWSTSP18a,
author = {Chrisantha Fernando and
Jakub Sygnowski and
Simon Osindero and
Jane Wang and
Tom Schaul and
Denis Teplyashin and
Pablo Sprechmann and
Alexander Pritzel and
Andrei A. Rusu},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Meta-learning by the Baldwin effect},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {1313--1320},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3208249},
doi = {10.1145/3205651.3208249},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FernandoSOWSTSP18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CzarneckiJJHTHO18,
author = {Wojciech Marian Czarnecki and
Siddhant M. Jayakumar and
Max Jaderberg and
Leonard Hasenclever and
Yee Whye Teh and
Nicolas Heess and
Simon Osindero and
Razvan Pascanu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Mix {\&} Match Agent Curricula for Reinforcement Learning},
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 = {1095--1103},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/czarnecki18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/CzarneckiJJHTHO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03835,
author = {Simon Schmitt and
Jonathan J. Hudson and
Augustin Z{\'{\i}}dek and
Simon Osindero and
Carl Doersch and
Wojciech M. Czarnecki and
Joel Z. Leibo and
Heinrich K{\"{u}}ttler and
Andrew Zisserman and
Karen Simonyan and
S. M. Ali Eslami},
title = {Kickstarting Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1803.03835},
year = {2018},
url = {http://arxiv.org/abs/1803.03835},
eprinttype = {arXiv},
eprint = {1803.03835},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01780,
author = {Wojciech Marian Czarnecki and
Siddhant M. Jayakumar and
Max Jaderberg and
Leonard Hasenclever and
Yee Whye Teh and
Simon Osindero and
Nicolas Heess and
Razvan Pascanu},
title = {Mix{\&}Match - Agent Curricula for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1806.01780},
year = {2018},
url = {http://arxiv.org/abs/1806.01780},
eprinttype = {arXiv},
eprint = {1806.01780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03863,
author = {Jo{\~{a}}o Carreira and
Viorica Patraucean and
Laurent Mazar{\'{e}} and
Andrew Zisserman and
Simon Osindero},
title = {Massively Parallel Video Networks},
journal = {CoRR},
volume = {abs/1806.03863},
year = {2018},
url = {http://arxiv.org/abs/1806.03863},
eprinttype = {arXiv},
eprint = {1806.03863},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07917,
author = {Chrisantha Thomas Fernando and
Jakub Sygnowski and
Simon Osindero and
Jane Wang and
Tom Schaul and
Denis Teplyashin and
Pablo Sprechmann and
Alexander Pritzel and
Andrei A. Rusu},
title = {Meta-Learning by the Baldwin Effect},
journal = {CoRR},
volume = {abs/1806.07917},
year = {2018},
url = {http://arxiv.org/abs/1806.07917},
eprinttype = {arXiv},
eprint = {1806.07917},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05960,
author = {Andrei A. Rusu and
Dushyant Rao and
Jakub Sygnowski and
Oriol Vinyals and
Razvan Pascanu and
Simon Osindero and
Raia Hadsell},
title = {Meta-Learning with Latent Embedding Optimization},
journal = {CoRR},
volume = {abs/1807.05960},
year = {2018},
url = {http://arxiv.org/abs/1807.05960},
eprinttype = {arXiv},
eprint = {1807.05960},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AielloSRSLO17,
author = {Luca Maria Aiello and
Rossano Schifanella and
Miriam Redi and
Stacey Svetlichnaya and
Frank Liu and
Simon Osindero},
title = {Beautiful and Damned. Combined Effect of Content Quality and Social
Ties on User Engagement},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {12},
pages = {2682--2695},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2747552},
doi = {10.1109/TKDE.2017.2747552},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AielloSRSLO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CzarneckiSJOVK17,
author = {Wojciech Marian Czarnecki and
Grzegorz Swirszcz and
Max Jaderberg and
Simon Osindero and
Oriol Vinyals and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Understanding Synthetic Gradients and Decoupled Neural Interfaces},
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 = {904--912},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/czarnecki17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/CzarneckiSJOVK17.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/VezhnevetsOSHJS17,
author = {Alexander Sasha Vezhnevets and
Simon Osindero and
Tom Schaul and
Nicolas Heess and
Max Jaderberg and
David Silver and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {FeUdal Networks for Hierarchical Reinforcement Learning},
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 = {3540--3549},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/vezhnevets17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VezhnevetsOSHJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CzarneckiOJSP17,
author = {Wojciech M. Czarnecki and
Simon Osindero and
Max Jaderberg and
Grzegorz Swirszcz and
Razvan Pascanu},
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 = {Sobolev Training for Neural Networks},
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 = {4278--4287},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/758a06618c69880a6cee5314ee42d52f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/CzarneckiOJSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CzarneckiSJOVK17,
author = {Wojciech Marian Czarnecki and
Grzegorz Swirszcz and
Max Jaderberg and
Simon Osindero and
Oriol Vinyals and
Koray Kavukcuoglu},
title = {Understanding Synthetic Gradients and Decoupled Neural Interfaces},
journal = {CoRR},
volume = {abs/1703.00522},
year = {2017},
url = {http://arxiv.org/abs/1703.00522},
eprinttype = {arXiv},
eprint = {1703.00522},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CzarneckiSJOVK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VezhnevetsOSHJS17,
author = {Alexander Sasha Vezhnevets and
Simon Osindero and
Tom Schaul and
Nicolas Heess and
Max Jaderberg and
David Silver and
Koray Kavukcuoglu},
title = {FeUdal Networks for Hierarchical Reinforcement Learning},
journal = {CoRR},
volume = {abs/1703.01161},
year = {2017},
url = {http://arxiv.org/abs/1703.01161},
eprinttype = {arXiv},
eprint = {1703.01161},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VezhnevetsOSHJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CzarneckiOJSP17,
author = {Wojciech Marian Czarnecki and
Simon Osindero and
Max Jaderberg and
Grzegorz Swirszcz and
Razvan Pascanu},
title = {Sobolev Training for Neural Networks},
journal = {CoRR},
volume = {abs/1706.04859},
year = {2017},
url = {http://arxiv.org/abs/1706.04859},
eprinttype = {arXiv},
eprint = {1706.04859},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CzarneckiOJSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00536,
author = {Luca Maria Aiello and
Rossano Schifanella and
Miriam Redi and
Stacey Svetlichnaya and
Frank Liu and
Simon Osindero},
title = {Beautiful and damned. Combined effect of content quality and social
ties on user engagement},
journal = {CoRR},
volume = {abs/1711.00536},
year = {2017},
url = {http://arxiv.org/abs/1711.00536},
eprinttype = {arXiv},
eprint = {1711.00536},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09846,
author = {Max Jaderberg and
Valentin Dalibard and
Simon Osindero and
Wojciech M. Czarnecki and
Jeff Donahue and
Ali Razavi and
Oriol Vinyals and
Tim Green and
Iain Dunning and
Karen Simonyan and
Chrisantha Fernando and
Koray Kavukcuoglu},
title = {Population Based Training of Neural Networks},
journal = {CoRR},
volume = {abs/1711.09846},
year = {2017},
url = {http://arxiv.org/abs/1711.09846},
eprinttype = {arXiv},
eprint = {1711.09846},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeeO16,
author = {Chen{-}Yu Lee and
Simon Osindero},
title = {Recursive Recurrent Nets with Attention Modeling for {OCR} in the
Wild},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {2231--2239},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.245},
doi = {10.1109/CVPR.2016.245},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LeeO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KalantidisMO16,
author = {Yannis Kalantidis and
Clayton Mellina and
Simon Osindero},
editor = {Gang Hua and
Herv{\'{e}} J{\'{e}}gou},
title = {Cross-Dimensional Weighting for Aggregated Deep Convolutional Features},
booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
October 8-10 and 15-16, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9913},
pages = {685--701},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46604-0\_48},
doi = {10.1007/978-3-319-46604-0\_48},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KalantidisMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/RediCMO16,
author = {Miriam Redi and
Damon Crockett and
Lev Manovich and
Simon Osindero},
editor = {Alan Hanjalic and
Cees Snoek and
Marcel Worring and
Dick C. A. Bulterman and
Benoit Huet and
Aisling Kelliher and
Yiannis Kompatsiaris and
Jin Li},
title = {What Makes Photo Cultures Different?},
booktitle = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
{MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
pages = {287--291},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2964284.2967228},
doi = {10.1145/2964284.2967228},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/RediCMO16.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}
}
@article{DBLP:journals/corr/LeeO16,
author = {Chen{-}Yu Lee and
Simon Osindero},
title = {Recursive Recurrent Nets with Attention Modeling for {OCR} in the
Wild},
journal = {CoRR},
volume = {abs/1603.03101},
year = {2016},
url = {http://arxiv.org/abs/1603.03101},
eprinttype = {arXiv},
eprint = {1603.03101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeO16.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/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/KalantidisMO15,
author = {Yannis Kalantidis and
Clayton Mellina and
Simon Osindero},
title = {Cross-dimensional Weighting for Aggregated Deep Convolutional Features},
journal = {CoRR},
volume = {abs/1512.04065},
year = {2015},
url = {http://arxiv.org/abs/1512.04065},
eprinttype = {arXiv},
eprint = {1512.04065},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KalantidisMO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirzaO14,
author = {Mehdi Mirza and
Simon Osindero},
title = {Conditional Generative Adversarial Nets},
journal = {CoRR},
volume = {abs/1411.1784},
year = {2014},
url = {http://arxiv.org/abs/1411.1784},
eprinttype = {arXiv},
eprint = {1411.1784},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirzaO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OsinderoH07,
author = {Simon Osindero and
Geoffrey E. Hinton},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Modeling image patches with a directed hierarchy of Markov random
fields},
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 = {1121--1128},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/9232fe81225bcaef853ae32870a2b0fe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OsinderoH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/HintonOWT06,
author = {Geoffrey E. Hinton and
Simon Osindero and
Max Welling and
Yee Whye Teh},
title = {Unsupervised Discovery of Nonlinear Structure Using Contrastive Backpropagation},
journal = {Cogn. Sci.},
volume = {30},
number = {4},
pages = {725--731},
year = {2006},
url = {https://doi.org/10.1207/s15516709cog0000\_76},
doi = {10.1207/S15516709COG0000\_76},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/HintonOWT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/OsinderoWH06,
author = {Simon Osindero and
Max Welling and
Geoffrey E. Hinton},
title = {Topographic Product Models Applied to Natural Scene Statistics},
journal = {Neural Comput.},
volume = {18},
number = {2},
pages = {381--414},
year = {2006},
url = {https://doi.org/10.1162/089976606775093936},
doi = {10.1162/089976606775093936},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/OsinderoWH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HintonOT06,
author = {Geoffrey E. Hinton and
Simon Osindero and
Yee Whye Teh},
title = {A Fast Learning Algorithm for Deep Belief Nets},
journal = {Neural Comput.},
volume = {18},
number = {7},
pages = {1527--1554},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.7.1527},
doi = {10.1162/NECO.2006.18.7.1527},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HintonOT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RossOZ06,
author = {David A. Ross and
Simon Osindero and
Richard S. Zemel},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Combining discriminative features to infer complex trajectories},
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 = {761--768},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143940},
doi = {10.1145/1143844.1143940},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/RossOZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HintonOB05,
author = {Geoffrey E. Hinton and
Simon Osindero and
Kejie Bao},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {Learning Causally Linked Markov Random Fields},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
pages = {128--135},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/247.pdf},
timestamp = {Fri, 05 Jul 2024 15:47:03 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HintonOB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MeedsO05,
author = {Edward Meeds and
Simon Osindero},
title = {An Alternative Infinite Mixture Of Gaussian Process Experts},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {883--890},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/f499d34bd87b42948b3960b8f6b82e74-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MeedsO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Osindero04,
author = {Simon Kayode Osindero},
title = {Contrastive topographic models},
school = {University College London, {UK}},
year = {2004},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.406430},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Osindero04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TehWOH03,
author = {Yee Whye Teh and
Max Welling and
Simon Osindero and
Geoffrey E. Hinton},
title = {Energy-Based Models for Sparse Overcomplete Representations},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {1235--1260},
year = {2003},
url = {https://jmlr.org/papers/v4/teh03a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TehWOH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WellingHO02,
author = {Max Welling and
Geoffrey E. Hinton and
Simon Osindero},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Learning Sparse Topographic Representations with Products of Student-t
Distributions},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1359--1366},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/bb1662b7c5f22a0f905fd59e718ca05e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WellingHO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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