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ORCIDBibTeX records: Marin Vlastelica Pogancic
@inproceedings{DBLP:conf/aaai/VlastelicaES23,
author = {Marin Vlastelica and
Patrick Ernst and
Gyuri Szarvas},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Taming Continuous Posteriors for Latent Variational Dialogue Policies},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13673--13681},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26602},
doi = {10.1609/AAAI.V37I11.26602},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VlastelicaES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SahooPVMKM23,
author = {Subham Sekhar Sahoo and
Anselm Paulus and
Marin Vlastelica and
V{\'{\i}}t Musil and
Volodymyr Kuleshov and
Georg Martius},
title = {Backpropagation through Combinatorial Algorithms: Identity with Projection
Works},
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=JZMR727O29},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SahooPVMKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LiBKVFM23,
author = {Chenhao Li and
Sebastian Blaes and
Pavel Kolev and
Marin Vlastelica and
Jonas Frey and
Georg Martius},
title = {Versatile Skill Control via Self-supervised Adversarial Imitation
of Unlabeled Mixed Motions},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {2944--2950},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10160421},
doi = {10.1109/ICRA48891.2023.10160421},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/LiBKVFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Eastwood0NPKS23,
author = {Cian Eastwood and
Shashank Singh and
Andrei Liviu Nicolicioiu and
Marin Vlastelica Pogancic and
Julius von K{\"{u}}gelgen and
Bernhard Sch{\"{o}}lkopf},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Spuriosity Didn't Kill the Classifier: Using Invariant Predictions
to Harness Spurious Features},
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/3acbe9dc3a1e8d48a57b16e9aef91879-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Eastwood0NPKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09933,
author = {Cian Eastwood and
Shashank Singh and
Andrei Liviu Nicolicioiu and
Marin Vlastelica and
Julius von K{\"{u}}gelgen and
Bernhard Sch{\"{o}}lkopf},
title = {Spuriosity Didn't Kill the Classifier: Using Invariant Predictions
to Harness Spurious Features},
journal = {CoRR},
volume = {abs/2307.09933},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09933},
doi = {10.48550/ARXIV.2307.09933},
eprinttype = {arXiv},
eprint = {2307.09933},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11373,
author = {Marin Vlastelica and
Pavel Kolev and
Jin Cheng and
Georg Martius},
title = {Diverse Offline Imitation via Fenchel Duality},
journal = {CoRR},
volume = {abs/2307.11373},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11373},
doi = {10.48550/ARXIV.2307.11373},
eprinttype = {arXiv},
eprint = {2307.11373},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02040,
author = {Marin Vlastelica and
Tatiana Lopez{-}Guevara and
Kelsey R. Allen and
Peter W. Battaglia and
Arnaud Doucet and
Kimberly L. Stachenfeld},
title = {Diffusion Generative Inverse Design},
journal = {CoRR},
volume = {abs/2309.02040},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02040},
doi = {10.48550/ARXIV.2309.02040},
eprinttype = {arXiv},
eprint = {2309.02040},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05582,
author = {Marin Vlastelica and
Sebastian Blaes and
Cristina Pinneri and
Georg Martius},
title = {Mind the Uncertainty: Risk-Aware and Actively Exploring Model-Based
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2309.05582},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05582},
doi = {10.48550/ARXIV.2309.05582},
eprinttype = {arXiv},
eprint = {2309.05582},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02440,
author = {Jin Cheng and
Marin Vlastelica and
Pavel Kolev and
Chenhao Li and
Georg Martius},
title = {Learning Diverse Skills for Local Navigation under Multi-constraint
Optimality},
journal = {CoRR},
volume = {abs/2310.02440},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02440},
doi = {10.48550/ARXIV.2310.02440},
eprinttype = {arXiv},
eprint = {2310.02440},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/LiVBFGM22,
author = {Chenhao Li and
Marin Vlastelica and
Sebastian Blaes and
Jonas Frey and
Felix Grimminger and
Georg Martius},
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {342--352},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v205/li23b.html},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/LiVBFGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07633,
author = {Marin Vlastelica and
Patrick Ernst and
Gyuri Szarvas},
title = {Taming Continuous Posteriors for Latent Variational Dialogue Policies},
journal = {CoRR},
volume = {abs/2205.07633},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07633},
doi = {10.48550/ARXIV.2205.07633},
eprinttype = {arXiv},
eprint = {2205.07633},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15213,
author = {Subham Sekhar Sahoo and
Marin Vlastelica and
Anselm Paulus and
V{\'{\i}}t Musil and
Volodymyr Kuleshov and
Georg Martius},
title = {Gradient Backpropagation Through Combinatorial Algorithms: Identity
with Projection Works},
journal = {CoRR},
volume = {abs/2205.15213},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15213},
doi = {10.48550/ARXIV.2205.15213},
eprinttype = {arXiv},
eprint = {2205.15213},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11693,
author = {Chenhao Li and
Marin Vlastelica and
Sebastian Blaes and
Jonas Frey and
Felix Grimminger and
Georg Martius},
title = {Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations},
journal = {CoRR},
volume = {abs/2206.11693},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11693},
doi = {10.48550/ARXIV.2206.11693},
eprinttype = {arXiv},
eprint = {2206.11693},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07899,
author = {Chenhao Li and
Sebastian Blaes and
Pavel Kolev and
Marin Vlastelica and
Jonas Frey and
Georg Martius},
title = {Versatile Skill Control via Self-supervised Adversarial Imitation
of Unlabeled Mixed Motions},
journal = {CoRR},
volume = {abs/2209.07899},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07899},
doi = {10.48550/ARXIV.2209.07899},
eprinttype = {arXiv},
eprint = {2209.07899},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/PBPM21,
author = {Marin Vlastelica P. and
Sebastian Blaes and
Cristina Pinneri and
Georg Martius},
editor = {Aleksandra Faust and
David Hsu and
Gerhard Neumann},
title = {Risk-Averse Zero-Order Trajectory Optimization},
booktitle = {Conference on Robot Learning, 8-11 November 2021, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {164},
pages = {444--454},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v164/vlastelica22a.html},
timestamp = {Wed, 19 Jan 2022 17:10:33 +0100},
biburl = {https://dblp.org/rec/conf/corl/PBPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PRM21,
author = {Marin Vlastelica P. and
Michal Rol{\'{\i}}nek and
Georg Martius},
editor = {Marina Meila and
Tong Zhang},
title = {Neuro-algorithmic Policies Enable Fast Combinatorial Generalization},
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 = {10575--10585},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vlastelica21a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07456,
author = {Marin Vlastelica Pogancic and
Michal Rol{\'{\i}}nek and
Georg Martius},
title = {Neuro-algorithmic Policies enable Fast Combinatorial Generalization},
journal = {CoRR},
volume = {abs/2102.07456},
year = {2021},
url = {https://arxiv.org/abs/2102.07456},
eprinttype = {arXiv},
eprint = {2102.07456},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RolinekMPPMM20,
author = {Michal Rol{\'{\i}}nek and
V{\'{\i}}t Musil and
Anselm Paulus and
Marin Vlastelica P. and
Claudio Michaelis and
Georg Martius},
title = {Optimizing Rank-Based Metrics With Blackbox Differentiation},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {7617--7627},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Rolinek\_Optimizing\_Rank-Based\_Metrics\_With\_Blackbox\_Differentiation\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00764},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RolinekMPPMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PogancicPMMR20,
author = {Marin Vlastelica Pogancic and
Anselm Paulus and
V{\'{\i}}t Musil and
Georg Martius and
Michal Rol{\'{\i}}nek},
title = {Differentiation of Blackbox Combinatorial Solvers},
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=BkevoJSYPB},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PogancicPMMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlaesPZM19,
author = {Sebastian Blaes and
Marin Vlastelica Pogancic and
Jia{-}Jie Zhu and
Georg Martius},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Control What You Can: Intrinsically Motivated Task-Planning Agent},
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 = {12520--12531},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/b6f97e6f0fd175613910d613d574d0cb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BlaesPZM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08190,
author = {Sebastian Blaes and
Marin Vlastelica Pogancic and
Jia{-}Jie Zhu and
Georg Martius},
title = {Control What You Can: Intrinsically Motivated Task-Planning Agent},
journal = {CoRR},
volume = {abs/1906.08190},
year = {2019},
url = {http://arxiv.org/abs/1906.08190},
eprinttype = {arXiv},
eprint = {1906.08190},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02175,
author = {Marin Vlastelica P. and
Anselm Paulus and
V{\'{\i}}t Musil and
Georg Martius and
Michal Rol{\'{\i}}nek},
title = {Differentiation of Blackbox Combinatorial Solvers},
journal = {CoRR},
volume = {abs/1912.02175},
year = {2019},
url = {http://arxiv.org/abs/1912.02175},
eprinttype = {arXiv},
eprint = {1912.02175},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03500,
author = {Michal Rol{\'{\i}}nek and
V{\'{\i}}t Musil and
Anselm Paulus and
Marin Vlastelica P. and
Claudio Michaelis and
Georg Martius},
title = {Optimizing Rank-based Metrics with Blackbox Differentiation},
journal = {CoRR},
volume = {abs/1912.03500},
year = {2019},
url = {http://arxiv.org/abs/1912.03500},
eprinttype = {arXiv},
eprint = {1912.03500},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TieckPKRGD18,
author = {Juan Camilo Vasquez Tieck and
Marin Vlastelica Pogancic and
Jacques Kaiser and
Arne Roennau and
Marc{-}Oliver Gewaltig and
R{\"{u}}diger Dillmann},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Learning Continuous Muscle Control for a Multi-joint Arm by Extending
Proximal Policy Optimization with a Liquid State Machine},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11139},
pages = {211--221},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01418-6\_21},
doi = {10.1007/978-3-030-01418-6\_21},
timestamp = {Wed, 12 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TieckPKRGD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/PHTS15,
author = {Marin Vlastelica P. and
Sergey Hayrapetyan and
Makarand Tapaswi and
Rainer Stiefelhagen},
editor = {Martha A. Larson and
Bogdan Ionescu and
Mats Sj{\"{o}}berg and
Xavier Anguera and
Johann Poignant and
Michael Riegler and
Maria Eskevich and
Claudia Hauff and
Richard F. E. Sutcliffe and
Gareth J. F. Jones and
Yi{-}Hsuan Yang and
Mohammad Soleymani and
Symeon Papadopoulos},
title = {{KIT} at MediaEval 2015 - Evaluating Visual Cues for Affective Impact
of Movies Task},
booktitle = {Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen,
Germany, September 14-15, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1436},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1436/Paper30.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:12 +0100},
biburl = {https://dblp.org/rec/conf/mediaeval/PHTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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