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ORCIDBibTeX records: Danilo Jimenez Rezende
@article{DBLP:journals/corr/abs-2401-10874,
author = {Ryan Abbott and
Aleksandar Botev and
Denis Boyda and
Daniel C. Hackett and
Gurtej Kanwar and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende and
Fernando Romero{-}L{\'{o}}pez and
Phiala E. Shanahan and
Julian M. Urban},
title = {Applications of flow models to the generation of correlated lattice
{QCD} ensembles},
journal = {CoRR},
volume = {abs/2401.10874},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10874},
doi = {10.48550/ARXIV.2401.10874},
eprinttype = {arXiv},
eprint = {2401.10874},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KeCWBGRWBMR23,
author = {Nan Rosemary Ke and
Silvia Chiappa and
Jane X. Wang and
J{\"{o}}rg Bornschein and
Anirudh Goyal and
M{\'{e}}lanie Rey and
Theophane Weber and
Matthew M. Botvinick and
Michael Curtis Mozer and
Danilo Jimenez Rezende},
title = {Learning to Induce Causal Structure},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=hp\_RwhKDJ5},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KeCWBGRWBMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Carvalho0FLMLL023,
author = {Wilka Carvalho and
Andre Saraiva and
Angelos Filos and
Andrew K. Lampinen and
Loic Matthey and
Richard L. Lewis and
Honglak Lee and
Satinder Singh and
Danilo Jimenez Rezende and
Daniel Zoran},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Combining Behaviors with the Successor Features Keyboard},
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/1f69928210578f4cf5b538a8c8806798-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Carvalho0FLMLL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05747,
author = {Pol Moreno and
Adam R. Kosiorek and
Heiko Strathmann and
Daniel Zoran and
Ros{\'{a}}lia G. Schneider and
Bj{\"{o}}rn Winckler and
Larisa Markeeva and
Th{\'{e}}ophane Weber and
Danilo J. Rezende},
title = {Laser: Latent Set Representations for 3D Generative Modeling},
journal = {CoRR},
volume = {abs/2301.05747},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05747},
doi = {10.48550/ARXIV.2301.05747},
eprinttype = {arXiv},
eprint = {2301.05747},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05823,
author = {Nan Rosemary Ke and
Sara{-}Jane Dunn and
J{\"{o}}rg Bornschein and
Silvia Chiappa and
M{\'{e}}lanie Rey and
Jean{-}Baptiste Lespiau and
Albin Cassirer and
Jane X. Wang and
Theophane Weber and
David G. T. Barrett and
Matthew M. Botvinick and
Anirudh Goyal and
Michael Mozer and
Danilo J. Rezende},
title = {DiscoGen: Learning to Discover Gene Regulatory Networks},
journal = {CoRR},
volume = {abs/2304.05823},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05823},
doi = {10.48550/ARXIV.2304.05823},
eprinttype = {arXiv},
eprint = {2304.05823},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02402,
author = {Ryan Abbott and
Michael S. Albergo and
Aleksandar Botev and
Denis Boyda and
Kyle Cranmer and
Daniel C. Hackett and
Gurtej Kanwar and
Alexander G. de G. Matthews and
S{\'{e}}bastien Racani{\`{e}}re and
Ali Razavi and
Danilo J. Rezende and
Fernando Romero{-}L{\'{o}}pez and
Phiala E. Shanahan and
Julian M. Urban},
title = {Normalizing flows for lattice gauge theory in arbitrary space-time
dimension},
journal = {CoRR},
volume = {abs/2305.02402},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02402},
doi = {10.48550/ARXIV.2305.02402},
eprinttype = {arXiv},
eprint = {2305.02402},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01156,
author = {Kyle Cranmer and
Gurtej Kanwar and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende and
Phiala E. Shanahan},
title = {Advances in machine-learning-based sampling motivated by lattice quantum
chromodynamics},
journal = {CoRR},
volume = {abs/2309.01156},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01156},
doi = {10.48550/ARXIV.2309.01156},
eprinttype = {arXiv},
eprint = {2309.01156},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15940,
author = {Wilka Carvalho and
Andre Saraiva and
Angelos Filos and
Andrew Kyle Lampinen and
Loic Matthey and
Richard L. Lewis and
Honglak Lee and
Satinder Singh and
Danilo J. Rezende and
Daniel Zoran},
title = {Combining Behaviors with the Successor Features Keyboard},
journal = {CoRR},
volume = {abs/2310.15940},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15940},
doi = {10.48550/ARXIV.2310.15940},
eprinttype = {arXiv},
eprint = {2310.15940},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/HigginsRR22,
author = {Irina Higgins and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende},
title = {Symmetry-Based Representations for Artificial and Biological General
Intelligence},
journal = {Frontiers Comput. Neurosci.},
volume = {16},
pages = {836498},
year = {2022},
url = {https://doi.org/10.3389/fncom.2022.836498},
doi = {10.3389/FNCOM.2022.836498},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/HigginsRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DupontKERR22,
author = {Emilien Dupont and
Hyunjik Kim and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
Dan Rosenbaum},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {From data to functa: Your data point is a function and you can treat
it like one},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {5694--5725},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/dupont22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/DupontKERR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MatthewsARD22,
author = {Alexander G. de G. Matthews and
Michael Arbel and
Danilo Jimenez Rezende and
Arnaud Doucet},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Continual Repeated Annealed Flow Transport Monte Carlo},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15196--15219},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/matthews22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MatthewsARD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12204,
author = {Emilien Dupont and
Hyunjik Kim and
S. M. Ali Eslami and
Danilo J. Rezende and
Dan Rosenbaum},
title = {From data to functa: Your data point is a function and you should
treat it like one},
journal = {CoRR},
volume = {abs/2201.12204},
year = {2022},
url = {https://arxiv.org/abs/2201.12204},
eprinttype = {arXiv},
eprint = {2201.12204},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13117,
author = {Alexander G. de G. Matthews and
Michael Arbel and
Danilo J. Rezende and
Arnaud Doucet},
title = {Continual Repeated Annealed Flow Transport Monte Carlo},
journal = {CoRR},
volume = {abs/2201.13117},
year = {2022},
url = {https://arxiv.org/abs/2201.13117},
eprinttype = {arXiv},
eprint = {2201.13117},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11712,
author = {Michael S. Albergo and
Denis Boyda and
Kyle Cranmer and
Daniel C. Hackett and
Gurtej Kanwar and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende and
Fernando Romero{-}L{\'{o}}pez and
Phiala E. Shanahan and
Julian M. Urban},
title = {Flow-based sampling in the lattice Schwinger model at criticality},
journal = {CoRR},
volume = {abs/2202.11712},
year = {2022},
url = {https://arxiv.org/abs/2202.11712},
eprinttype = {arXiv},
eprint = {2202.11712},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09250,
author = {Irina Higgins and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende},
title = {Symmetry-Based Representations for Artificial and Biological General
Intelligence},
journal = {CoRR},
volume = {abs/2203.09250},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09250},
doi = {10.48550/ARXIV.2203.09250},
eprinttype = {arXiv},
eprint = {2203.09250},
timestamp = {Wed, 30 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04875,
author = {Nan Rosemary Ke and
Silvia Chiappa and
Jane Wang and
J{\"{o}}rg Bornschein and
Theophane Weber and
Anirudh Goyal and
Matthew M. Botvinick and
Michael Mozer and
Danilo Jimenez Rezende},
title = {Learning to Induce Causal Structure},
journal = {CoRR},
volume = {abs/2204.04875},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04875},
doi = {10.48550/ARXIV.2204.04875},
eprinttype = {arXiv},
eprint = {2204.04875},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08945,
author = {Ryan Abbott and
Michael S. Albergo and
Denis Boyda and
Kyle Cranmer and
Daniel C. Hackett and
Gurtej Kanwar and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende and
Fernando Romero{-}L{\'{o}}pez and
Phiala E. Shanahan and
Betsy Tian and
Julian M. Urban},
title = {Gauge-equivariant flow models for sampling in lattice field theories
with pseudofermions},
journal = {CoRR},
volume = {abs/2207.08945},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08945},
doi = {10.48550/ARXIV.2207.08945},
eprinttype = {arXiv},
eprint = {2207.08945},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07541,
author = {Ryan Abbott and
Michael S. Albergo and
Aleksandar Botev and
Denis Boyda and
Kyle Cranmer and
Daniel C. Hackett and
Alexander G. de G. Matthews and
S{\'{e}}bastien Racani{\`{e}}re and
Ali Razavi and
Danilo J. Rezende and
Fernando Romero{-}L{\'{o}}pez and
Phiala E. Shanahan and
Julian M. Urban},
title = {Aspects of scaling and scalability for flow-based sampling of lattice
{QCD}},
journal = {CoRR},
volume = {abs/2211.07541},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07541},
doi = {10.48550/ARXIV.2211.07541},
eprinttype = {arXiv},
eprint = {2211.07541},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PapamakariosNRM21,
author = {George Papamakarios and
Eric T. Nalisnick and
Danilo Jimenez Rezende and
Shakir Mohamed and
Balaji Lakshminarayanan},
title = {Normalizing Flows for Probabilistic Modeling and Inference},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {57:1--57:64},
year = {2021},
url = {http://jmlr.org/papers/v22/19-1028.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/PapamakariosNRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZoranKLR21,
author = {Daniel Zoran and
Rishabh Kabra and
Alexander Lerchner and
Danilo J. Rezende},
title = {{PARTS:} Unsupervised segmentation with slots, attention and independence
maximization},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10419--10427},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01027},
doi = {10.1109/ICCV48922.2021.01027},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZoranKLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KosiorekSZMSMR21,
author = {Adam R. Kosiorek and
Heiko Strathmann and
Daniel Zoran and
Pol Moreno and
Rosalia Schneider and
Sona Mokr{\'{a}} and
Danilo Jimenez Rezende},
editor = {Marina Meila and
Tong Zhang},
title = {NeRF-VAE: {A} Geometry Aware 3D Scene Generative Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5742--5752},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kosiorek21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KosiorekSZMSMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KeDMGLBRMBP21,
author = {Nan Rosemary Ke and
Aniket Didolkar and
Sarthak Mittal and
Anirudh Goyal and
Guillaume Lajoie and
Stefan Bauer and
Danilo Jimenez Rezende and
Michael Mozer and
Yoshua Bengio and
Chris Pal},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement
Learning},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/8f121ce07d74717e0b1f21d122e04521-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/KeDMGLBRMBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08176,
author = {Michael S. Albergo and
Denis Boyda and
Daniel C. Hackett and
Gurtej Kanwar and
Kyle Cranmer and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo Jimenez Rezende and
Phiala E. Shanahan},
title = {Introduction to Normalizing Flows for Lattice Field Theory},
journal = {CoRR},
volume = {abs/2101.08176},
year = {2021},
url = {https://arxiv.org/abs/2101.08176},
eprinttype = {arXiv},
eprint = {2101.08176},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00587,
author = {Adam R. Kosiorek and
Heiko Strathmann and
Daniel Zoran and
Pol Moreno and
Rosalia Schneider and
Sona Mokr{\'{a}} and
Danilo J. Rezende},
title = {NeRF-VAE: {A} Geometry Aware 3D Scene Generative Model},
journal = {CoRR},
volume = {abs/2104.00587},
year = {2021},
url = {https://arxiv.org/abs/2104.00587},
eprinttype = {arXiv},
eprint = {2104.00587},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05934,
author = {Michael S. Albergo and
Gurtej Kanwar and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo J. Rezende and
Julian M. Urban and
Denis Boyda and
Kyle Cranmer and
Daniel C. Hackett and
Phiala E. Shanahan},
title = {Flow-based sampling for fermionic lattice field theories},
journal = {CoRR},
volume = {abs/2106.05934},
year = {2021},
url = {https://arxiv.org/abs/2106.05934},
eprinttype = {arXiv},
eprint = {2106.05934},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00848,
author = {Nan Rosemary Ke and
Aniket Didolkar and
Sarthak Mittal and
Anirudh Goyal and
Guillaume Lajoie and
Stefan Bauer and
Danilo J. Rezende and
Yoshua Bengio and
Michael Mozer and
Christopher J. Pal},
title = {Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2107.00848},
year = {2021},
url = {https://arxiv.org/abs/2107.00848},
eprinttype = {arXiv},
eprint = {2107.00848},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01288,
author = {Danilo J. Rezende and
S{\'{e}}bastien Racani{\`{e}}re},
title = {Implicit Riemannian Concave Potential Maps},
journal = {CoRR},
volume = {abs/2110.01288},
year = {2021},
url = {https://arxiv.org/abs/2110.01288},
eprinttype = {arXiv},
eprint = {2110.01288},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/VoloshynovskiyT20,
author = {Slava Voloshynovskiy and
Olga Taran and
Mouad Kondah and
Taras Holotyak and
Danilo J. Rezende},
title = {Variational Information Bottleneck for Semi-Supervised Classification},
journal = {Entropy},
volume = {22},
number = {9},
pages = {943},
year = {2020},
url = {https://doi.org/10.3390/e22090943},
doi = {10.3390/E22090943},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/VoloshynovskiyT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TothRJRBH20,
author = {Peter Toth and
Danilo J. Rezende and
Andrew Jaegle and
S{\'{e}}bastien Racani{\`{e}}re and
Aleksandar Botev and
Irina Higgins},
title = {Hamiltonian Generative Networks},
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=HJenn6VFvB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TothRJRBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendePRAKSC20,
author = {Danilo Jimenez Rezende and
George Papamakarios and
S{\'{e}}bastien Racani{\`{e}}re and
Michael S. Albergo and
Gurtej Kanwar and
Phiala E. Shanahan and
Kyle Cranmer},
title = {Normalizing Flows on Tori and Spheres},
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 = {8083--8092},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rezende20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RezendePRAKSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02428,
author = {Danilo Jimenez Rezende and
George Papamakarios and
S{\'{e}}bastien Racani{\`{e}}re and
Michael S. Albergo and
Gurtej Kanwar and
Phiala E. Shanahan and
Kyle Cranmer},
title = {Normalizing Flows on Tori and Spheres},
journal = {CoRR},
volume = {abs/2002.02428},
year = {2020},
url = {https://arxiv.org/abs/2002.02428},
eprinttype = {arXiv},
eprint = {2002.02428},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02836,
author = {Danilo J. Rezende and
Ivo Danihelka and
George Papamakarios and
Nan Rosemary Ke and
Ray Jiang and
Theophane Weber and
Karol Gregor and
Hamza Merzic and
Fabio Viola and
Jane Wang and
Jovana Mitrovic and
Frederic Besse and
Ioannis Antonoglou and
Lars Buesing},
title = {Causally Correct Partial Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2002.02836},
year = {2020},
url = {https://arxiv.org/abs/2002.02836},
eprinttype = {arXiv},
eprint = {2002.02836},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06413,
author = {Gurtej Kanwar and
Michael S. Albergo and
Denis Boyda and
Kyle Cranmer and
Daniel C. Hackett and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo Jimenez Rezende and
Phiala E. Shanahan},
title = {Equivariant flow-based sampling for lattice gauge theory},
journal = {CoRR},
volume = {abs/2003.06413},
year = {2020},
url = {https://arxiv.org/abs/2003.06413},
eprinttype = {arXiv},
eprint = {2003.06413},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13367,
author = {Karen Ullrich and
Fabio Viola and
Danilo Jimenez Rezende},
title = {Neural Communication Systems with Bandwidth-limited Channel},
journal = {CoRR},
volume = {abs/2003.13367},
year = {2020},
url = {https://arxiv.org/abs/2003.13367},
eprinttype = {arXiv},
eprint = {2003.13367},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16841,
author = {Adam R. Kosiorek and
Hyunjik Kim and
Danilo J. Rezende},
title = {Conditional Set Generation with Transformers},
journal = {CoRR},
volume = {abs/2006.16841},
year = {2020},
url = {https://arxiv.org/abs/2006.16841},
eprinttype = {arXiv},
eprint = {2006.16841},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05456,
author = {Denis Boyda and
Gurtej Kanwar and
S{\'{e}}bastien Racani{\`{e}}re and
Danilo Jimenez Rezende and
Michael S. Albergo and
Kyle Cranmer and
Daniel C. Hackett and
Phiala E. Shanahan},
title = {Sampling using {SU(N)} gauge equivariant flows},
journal = {CoRR},
volume = {abs/2008.05456},
year = {2020},
url = {https://arxiv.org/abs/2008.05456},
eprinttype = {arXiv},
eprint = {2008.05456},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09301,
author = {Nan Rosemary Ke and
Jane X. Wang and
Jovana Mitrovic and
Martin Szummer and
Danilo J. Rezende},
title = {Amortized learning of neural causal representations},
journal = {CoRR},
volume = {abs/2008.09301},
year = {2020},
url = {https://arxiv.org/abs/2008.09301},
eprinttype = {arXiv},
eprint = {2008.09301},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02035,
author = {David Pfau and
Danilo J. Rezende},
title = {Integrable Nonparametric Flows},
journal = {CoRR},
volume = {abs/2012.02035},
year = {2020},
url = {https://arxiv.org/abs/2012.02035},
eprinttype = {arXiv},
eprint = {2012.02035},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangGQMR19,
author = {Ray Jiang and
Sven Gowal and
Yuqiu Qian and
Timothy A. Mann and
Danilo J. Rezende},
title = {Beyond Greedy Ranking: Slate Optimization via List-CVAE},
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=r1xX42R5Fm},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangGQMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MottZCWR19,
author = {Alexander Mott and
Daniel Zoran and
Mike Chrzanowski and
Daan Wierstra and
Danilo Jimenez Rezende},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Towards Interpretable Reinforcement Learning Using Attention Augmented
Agents},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12329--12338},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/e9510081ac30ffa83f10b68cde1cac07-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MottZCWR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GregorRBWMO19,
author = {Karol Gregor and
Danilo Jimenez Rezende and
Frederic Besse and
Yan Wu and
Hamza Merzic and
A{\"{a}}ron van den Oord},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Shaping Belief States with Generative Environment Models for {RL}},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13475--13487},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2c048d74b3410237704eb7f93a10c9d7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GregorRBWMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13077,
author = {Simon A. A. Kohl and
Bernardino Romera{-}Paredes and
Klaus H. Maier{-}Hein and
Danilo Jimenez Rezende and
S. M. Ali Eslami and
Pushmeet Kohli and
Andrew Zisserman and
Olaf Ronneberger},
title = {A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities},
journal = {CoRR},
volume = {abs/1905.13077},
year = {2019},
url = {http://arxiv.org/abs/1905.13077},
eprinttype = {arXiv},
eprint = {1905.13077},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02500,
author = {Alex Mott and
Daniel Zoran and
Mike Chrzanowski and
Daan Wierstra and
Danilo J. Rezende},
title = {Towards Interpretable Reinforcement Learning Using Attention Augmented
Agents},
journal = {CoRR},
volume = {abs/1906.02500},
year = {2019},
url = {http://arxiv.org/abs/1906.02500},
eprinttype = {arXiv},
eprint = {1906.02500},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09237,
author = {Karol Gregor and
Danilo Jimenez Rezende and
Frederic Besse and
Yan Wu and
Hamza Merzic and
A{\"{a}}ron van den Oord},
title = {Shaping Belief States with Generative Environment Models for {RL}},
journal = {CoRR},
volume = {abs/1906.09237},
year = {2019},
url = {http://arxiv.org/abs/1906.09237},
eprinttype = {arXiv},
eprint = {1906.09237},
timestamp = {Sat, 26 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13739,
author = {Danilo Jimenez Rezende and
S{\'{e}}bastien Racani{\`{e}}re and
Irina Higgins and
Peter Toth},
title = {Equivariant Hamiltonian Flows},
journal = {CoRR},
volume = {abs/1909.13739},
year = {2019},
url = {http://arxiv.org/abs/1909.13739},
eprinttype = {arXiv},
eprint = {1909.13739},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13789,
author = {Peter Toth and
Danilo Jimenez Rezende and
Andrew Jaegle and
S{\'{e}}bastien Racani{\`{e}}re and
Aleksandar Botev and
Irina Higgins},
title = {Hamiltonian Generative Networks},
journal = {CoRR},
volume = {abs/1909.13789},
year = {2019},
url = {http://arxiv.org/abs/1909.13789},
eprinttype = {arXiv},
eprint = {1909.13789},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00830,
author = {Slava Voloshynovskiy and
Mouad Kondah and
Shideh Rezaeifar and
Olga Taran and
Taras Holotyak and
Danilo Jimenez Rezende},
title = {Information bottleneck through variational glasses},
journal = {CoRR},
volume = {abs/1912.00830},
year = {2019},
url = {http://arxiv.org/abs/1912.00830},
eprinttype = {arXiv},
eprint = {1912.00830},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02762,
author = {George Papamakarios and
Eric T. Nalisnick and
Danilo Jimenez Rezende and
Shakir Mohamed and
Balaji Lakshminarayanan},
title = {Normalizing Flows for Probabilistic Modeling and Inference},
journal = {CoRR},
volume = {abs/1912.02762},
year = {2019},
url = {http://arxiv.org/abs/1912.02762},
eprinttype = {arXiv},
eprint = {1912.02762},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ReedCPOERVF18,
author = {Scott E. Reed and
Yutian Chen and
Thomas Paine and
A{\"{a}}ron van den Oord and
S. M. Ali Eslami and
Danilo J. Rezende and
Oriol Vinyals and
Nando de Freitas},
title = {Few-shot Autoregressive Density Estimation: Towards Learning to Learn
Distributions},
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=r1wEFyWCW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ReedCPOERVF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FraccaroRZPEV18,
author = {Marco Fraccaro and
Danilo Jimenez Rezende and
Yori Zwols and
Alexander Pritzel and
S. M. Ali Eslami and
Fabio Viola},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Generative Temporal Models with Spatial Memory for Partially Observed
Environments},
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 = {1544--1553},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/fraccaro18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FraccaroRZPEV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarneloRMRSSTRE18,
author = {Marta Garnelo and
Dan Rosenbaum and
Christopher Maddison and
Tiago Ramalho and
David Saxton and
Murray Shanahan and
Yee Whye Teh and
Danilo Jimenez Rezende and
S. M. Ali Eslami},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Conditional Neural Processes},
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 = {1690--1699},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/garnelo18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarneloRMRSSTRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KohlRMFLMERR18,
author = {Simon Kohl and
Bernardino Romera{-}Paredes and
Clemens Meyer and
Jeffrey De Fauw and
Joseph R. Ledsam and
Klaus H. Maier{-}Hein and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
Olaf Ronneberger},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {A Probabilistic U-Net for Segmentation of Ambiguous Images},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6965--6975},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/473447ac58e1cd7e96172575f48dca3b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KohlRMFLMERR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03006,
author = {Lars Buesing and
Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
David P. Reichert and
Fabio Viola and
Frederic Besse and
Karol Gregor and
Demis Hassabis and
Daan Wierstra},
title = {Learning and Querying Fast Generative Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1802.03006},
year = {2018},
url = {http://arxiv.org/abs/1802.03006},
eprinttype = {arXiv},
eprint = {1802.03006},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01682,
author = {Ray Jiang and
Sven Gowal and
Timothy A. Mann and
Danilo J. Rezende},
title = {Optimizing Slate Recommendations via Slate-CVAE},
journal = {CoRR},
volume = {abs/1803.01682},
year = {2018},
url = {http://arxiv.org/abs/1803.01682},
eprinttype = {arXiv},
eprint = {1803.01682},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10760,
author = {Greg Wayne and
Chia{-}Chun Hung and
David Amos and
Mehdi Mirza and
Arun Ahuja and
Agnieszka Grabska{-}Barwinska and
Jack W. Rae and
Piotr Mirowski and
Joel Z. Leibo and
Adam Santoro and
Mevlana Gemici and
Malcolm Reynolds and
Tim Harley and
Josh Abramson and
Shakir Mohamed and
Danilo Jimenez Rezende and
David Saxton and
Adam Cain and
Chloe Hillier and
David Silver and
Koray Kavukcuoglu and
Matthew M. Botvinick and
Demis Hassabis and
Timothy P. Lillicrap},
title = {Unsupervised Predictive Memory in a Goal-Directed Agent},
journal = {CoRR},
volume = {abs/1803.10760},
year = {2018},
url = {http://arxiv.org/abs/1803.10760},
eprinttype = {arXiv},
eprint = {1803.10760},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09401,
author = {Marco Fraccaro and
Danilo Jimenez Rezende and
Yori Zwols and
Alexander Pritzel and
S. M. Ali Eslami and
Fabio Viola},
title = {Generative Temporal Models with Spatial Memory for Partially Observed
Environments},
journal = {CoRR},
volume = {abs/1804.09401},
year = {2018},
url = {http://arxiv.org/abs/1804.09401},
eprinttype = {arXiv},
eprint = {1804.09401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05034,
author = {Simon A. A. Kohl and
Bernardino Romera{-}Paredes and
Clemens Meyer and
Jeffrey De Fauw and
Joseph R. Ledsam and
Klaus H. Maier{-}Hein and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
Olaf Ronneberger},
title = {A Probabilistic U-Net for Segmentation of Ambiguous Images},
journal = {CoRR},
volume = {abs/1806.05034},
year = {2018},
url = {http://arxiv.org/abs/1806.05034},
eprinttype = {arXiv},
eprint = {1806.05034},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01613,
author = {Marta Garnelo and
Dan Rosenbaum and
Chris J. Maddison and
Tiago Ramalho and
David Saxton and
Murray Shanahan and
Yee Whye Teh and
Danilo J. Rezende and
S. M. Ali Eslami},
title = {Conditional Neural Processes},
journal = {CoRR},
volume = {abs/1807.01613},
year = {2018},
url = {http://arxiv.org/abs/1807.01613},
eprinttype = {arXiv},
eprint = {1807.01613},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01622,
author = {Marta Garnelo and
Jonathan Schwarz and
Dan Rosenbaum and
Fabio Viola and
Danilo J. Rezende and
S. M. Ali Eslami and
Yee Whye Teh},
title = {Neural Processes},
journal = {CoRR},
volume = {abs/1807.01622},
year = {2018},
url = {http://arxiv.org/abs/1807.01622},
eprinttype = {arXiv},
eprint = {1807.01622},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02033,
author = {Ananya Kumar and
S. M. Ali Eslami and
Danilo J. Rezende and
Marta Garnelo and
Fabio Viola and
Edward Lockhart and
Murray Shanahan},
title = {Consistent Generative Query Networks},
journal = {CoRR},
volume = {abs/1807.02033},
year = {2018},
url = {http://arxiv.org/abs/1807.02033},
eprinttype = {arXiv},
eprint = {1807.02033},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03149,
author = {Dan Rosenbaum and
Frederic Besse and
Fabio Viola and
Danilo J. Rezende and
S. M. Ali Eslami},
title = {Learning models for visual 3D localization with implicit mapping},
journal = {CoRR},
volume = {abs/1807.03149},
year = {2018},
url = {http://arxiv.org/abs/1807.03149},
eprinttype = {arXiv},
eprint = {1807.03149},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00597,
author = {Danilo Jimenez Rezende and
Fabio Viola},
title = {Taming VAEs},
journal = {CoRR},
volume = {abs/1810.00597},
year = {2018},
url = {http://arxiv.org/abs/1810.00597},
eprinttype = {arXiv},
eprint = {1810.00597},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02230,
author = {Irina Higgins and
David Amos and
David Pfau and
S{\'{e}}bastien Racani{\`{e}}re and
Lo{\"{\i}}c Matthey and
Danilo J. Rezende and
Alexander Lerchner},
title = {Towards a Definition of Disentangled Representations},
journal = {CoRR},
volume = {abs/1812.02230},
year = {2018},
url = {http://arxiv.org/abs/1812.02230},
eprinttype = {arXiv},
eprint = {1812.02230},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GregorRW17,
author = {Karol Gregor and
Danilo Jimenez Rezende and
Daan Wierstra},
title = {Variational Intrinsic Control},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Skc-Fo4Yg},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GregorRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BornscheinMZR17,
author = {J{\"{o}}rg Bornschein and
Andriy Mnih and
Daniel Zoran and
Danilo Jimenez Rezende},
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 = {Variational Memory Addressing in Generative Models},
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 = {3920--3929},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3937230de3c8041e4da6ac3246a888e8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/BornscheinMZR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RacaniereWRBGRB17,
author = {S{\'{e}}bastien Racani{\`{e}}re and
Theophane Weber and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
Demis Hassabis and
David Silver and
Daan Wierstra},
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 = {Imagination-Augmented Agents for Deep Reinforcement Learning},
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 = {5690--5701},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/9e82757e9a1c12cb710ad680db11f6f1-Abstract.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RacaniereWRBGRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GemiciHSWMRAL17,
author = {Mevlana Gemici and
Chia{-}Chun Hung and
Adam Santoro and
Greg Wayne and
Shakir Mohamed and
Danilo Jimenez Rezende and
David Amos and
Timothy P. Lillicrap},
title = {Generative Temporal Models with Memory},
journal = {CoRR},
volume = {abs/1702.04649},
year = {2017},
url = {http://arxiv.org/abs/1702.04649},
eprinttype = {arXiv},
eprint = {1702.04649},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GemiciHSWMRAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeberRRBGRBVHLP17,
author = {Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
David Silver and
Daan Wierstra},
title = {Imagination-Augmented Agents for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1707.06203},
year = {2017},
url = {http://arxiv.org/abs/1707.06203},
eprinttype = {arXiv},
eprint = {1707.06203},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WeberRRBGRBVHLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07116,
author = {J{\"{o}}rg Bornschein and
Andriy Mnih and
Daniel Zoran and
Danilo Jimenez Rezende},
title = {Variational Memory Addressing in Generative Models},
journal = {CoRR},
volume = {abs/1709.07116},
year = {2017},
url = {http://arxiv.org/abs/1709.07116},
eprinttype = {arXiv},
eprint = {1709.07116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10304,
author = {Scott E. Reed and
Yutian Chen and
Thomas Paine and
A{\"{a}}ron van den Oord and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
Oriol Vinyals and
Nando de Freitas},
title = {Few-shot Autoregressive Density Estimation: Towards Learning to Learn
Distributions},
journal = {CoRR},
volume = {abs/1710.10304},
year = {2017},
url = {http://arxiv.org/abs/1710.10304},
eprinttype = {arXiv},
eprint = {1710.10304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08378,
author = {Matthew M. Botvinick and
David G. T. Barrett and
Peter W. Battaglia and
Nando de Freitas and
Dharshan Kumaran and
Joel Z. Leibo and
Tim Lillicrap and
Joseph Modayil and
S. Mohamed and
Neil C. Rabinowitz and
Danilo Jimenez Rezende and
Adam Santoro and
Tom Schaul and
Christopher Summerfield and
Greg Wayne and
Theophane Weber and
Daan Wierstra and
Shane Legg and
Demis Hassabis},
title = {Building Machines that Learn and Think for Themselves: Commentary
on Lake et al., Behavioral and Brain Sciences, 2017},
journal = {CoRR},
volume = {abs/1711.08378},
year = {2017},
url = {http://arxiv.org/abs/1711.08378},
eprinttype = {arXiv},
eprint = {1711.08378},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendeMDGW16,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Ivo Danihelka and
Karol Gregor and
Daan Wierstra},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {One-Shot Generalization in Deep Generative Models},
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 = {1521--1529},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/rezende16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/RezendeMDGW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihR16,
author = {Andriy Mnih and
Danilo Jimenez Rezende},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Variational Inference for Monte Carlo Objectives},
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 = {2188--2196},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/mnihb16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MnihR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GregorBRDW16,
author = {Karol Gregor and
Frederic Besse and
Danilo Jimenez Rezende and
Ivo Danihelka and
Daan Wierstra},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Towards Conceptual Compression},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3549--3557},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/4abe17a1c80cbdd2aa241b70840879de-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GregorBRDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BattagliaPLRK16,
author = {Peter W. Battaglia and
Razvan Pascanu and
Matthew Lai and
Danilo Jimenez Rezende and
Koray Kavukcuoglu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Interaction Networks for Learning about Objects, Relations and Physics},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4502--4510},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/3147da8ab4a0437c15ef51a5cc7f2dc4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BattagliaPLRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RezendeEMBJH16,
author = {Danilo Jimenez Rezende and
S. M. Ali Eslami and
Shakir Mohamed and
Peter W. Battaglia and
Max Jaderberg and
Nicolas Heess},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Unsupervised Learning of 3D Structure from Images},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4997--5005},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/1d94108e907bb8311d8802b48fd54b4a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RezendeEMBJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihR16,
author = {Andriy Mnih and
Danilo Jimenez Rezende},
title = {Variational inference for Monte Carlo objectives},
journal = {CoRR},
volume = {abs/1602.06725},
year = {2016},
url = {http://arxiv.org/abs/1602.06725},
eprinttype = {arXiv},
eprint = {1602.06725},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezendeMDGW16,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Ivo Danihelka and
Karol Gregor and
Daan Wierstra},
title = {One-Shot Generalization in Deep Generative Models},
journal = {CoRR},
volume = {abs/1603.05106},
year = {2016},
url = {http://arxiv.org/abs/1603.05106},
eprinttype = {arXiv},
eprint = {1603.05106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezendeMDGW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorBRDW16,
author = {Karol Gregor and
Frederic Besse and
Danilo Jimenez Rezende and
Ivo Danihelka and
Daan Wierstra},
title = {Towards Conceptual Compression},
journal = {CoRR},
volume = {abs/1604.08772},
year = {2016},
url = {http://arxiv.org/abs/1604.08772},
eprinttype = {arXiv},
eprint = {1604.08772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorBRDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezendeEMBJH16,
author = {Danilo Jimenez Rezende and
S. M. Ali Eslami and
Shakir Mohamed and
Peter W. Battaglia and
Max Jaderberg and
Nicolas Heess},
title = {Unsupervised Learning of 3D Structure from Images},
journal = {CoRR},
volume = {abs/1607.00662},
year = {2016},
url = {http://arxiv.org/abs/1607.00662},
eprinttype = {arXiv},
eprint = {1607.00662},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezendeEMBJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GemiciRM16,
author = {Mevlana C. Gemici and
Danilo Jimenez Rezende and
Shakir Mohamed},
title = {Normalizing Flows on Riemannian Manifolds},
journal = {CoRR},
volume = {abs/1611.02304},
year = {2016},
url = {http://arxiv.org/abs/1611.02304},
eprinttype = {arXiv},
eprint = {1611.02304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GemiciRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorRW16,
author = {Karol Gregor and
Danilo Jimenez Rezende and
Daan Wierstra},
title = {Variational Intrinsic Control},
journal = {CoRR},
volume = {abs/1611.07507},
year = {2016},
url = {http://arxiv.org/abs/1611.07507},
eprinttype = {arXiv},
eprint = {1611.07507},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BattagliaPLRK16,
author = {Peter W. Battaglia and
Razvan Pascanu and
Matthew Lai and
Danilo Jimenez Rezende and
Koray Kavukcuoglu},
title = {Interaction Networks for Learning about Objects, Relations and Physics},
journal = {CoRR},
volume = {abs/1612.00222},
year = {2016},
url = {http://arxiv.org/abs/1612.00222},
eprinttype = {arXiv},
eprint = {1612.00222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BattagliaPLRK16.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}
}
@inproceedings{DBLP:conf/icml/RezendeM15,
author = {Danilo Jimenez Rezende and
Shakir Mohamed},
editor = {Francis R. Bach and
David M. Blei},
title = {Variational Inference with Normalizing Flows},
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 = {1530--1538},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/rezende15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RezendeM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MohamedR15,
author = {Shakir Mohamed and
Danilo Jimenez Rezende},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Variational Information Maximisation for Intrinsically Motivated Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2125--2133},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/e00406144c1e7e35240afed70f34166a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MohamedR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezendeM15,
author = {Danilo Jimenez Rezende and
Shakir Mohamed},
title = {Variational Inference with Normalizing Flows},
journal = {CoRR},
volume = {abs/1505.05770},
year = {2015},
url = {http://arxiv.org/abs/1505.05770},
eprinttype = {arXiv},
eprint = {1505.05770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezendeM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MohamedR15,
author = {Shakir Mohamed and
Danilo Jimenez Rezende},
title = {Variational Information Maximisation for Intrinsically Motivated Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1509.08731},
year = {2015},
url = {http://arxiv.org/abs/1509.08731},
eprinttype = {arXiv},
eprint = {1509.08731},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MohamedR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SutskeverJGRLV15,
author = {Ilya Sutskever and
Rafal J{\'{o}}zefowicz and
Karol Gregor and
Danilo Jimenez Rezende and
Timothy P. Lillicrap and
Oriol Vinyals},
title = {Towards Principled Unsupervised Learning},
journal = {CoRR},
volume = {abs/1511.06440},
year = {2015},
url = {http://arxiv.org/abs/1511.06440},
eprinttype = {arXiv},
eprint = {1511.06440},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SutskeverJGRLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/RezendeG14,
author = {Danilo Jimenez Rezende and
Wulfram Gerstner},
title = {Stochastic variational learning in recurrent spiking networks},
journal = {Frontiers Comput. Neurosci.},
volume = {8},
pages = {38},
year = {2014},
url = {https://doi.org/10.3389/fncom.2014.00038},
doi = {10.3389/FNCOM.2014.00038},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/RezendeG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendeMW14,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Daan Wierstra},
title = {Stochastic Backpropagation and Approximate Inference in Deep Generative
Models},
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 = {1278--1286},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/rezende14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/RezendeMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KingmaMRW14,
author = {Diederik P. Kingma and
Shakir Mohamed and
Danilo Jimenez Rezende and
Max Welling},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Semi-supervised Learning with Deep Generative Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3581--3589},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/d523773c6b194f37b938d340d5d02232-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KingmaMRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezendeMW14,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Daan Wierstra},
title = {Stochastic Back-propagation and Variational Inference in Deep Latent
Gaussian Models},
journal = {CoRR},
volume = {abs/1401.4082},
year = {2014},
url = {http://arxiv.org/abs/1401.4082},
eprinttype = {arXiv},
eprint = {1401.4082},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezendeMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KingmaRMW14,
author = {Diederik P. Kingma and
Danilo Jimenez Rezende and
Shakir Mohamed and
Max Welling},
title = {Semi-Supervised Learning with Deep Generative Models},
journal = {CoRR},
volume = {abs/1406.5298},
year = {2014},
url = {http://arxiv.org/abs/1406.5298},
eprinttype = {arXiv},
eprint = {1406.5298},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KingmaRMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RezendeWG11,
author = {Danilo Jimenez Rezende and
Daan Wierstra and
Wulfram Gerstner},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Variational Learning for Recurrent Spiking 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 = {136--144},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/069059b7ef840f0c74a814ec9237b6ec-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RezendeWG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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