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ORCIDBibTeX records: Matthias Bethge
@inproceedings{DBLP:conf/visigrapp/BastingBWKBG24,
author = {Mark Basting and
Robert{-}Jan Bruintjes and
Thadd{\"{a}}us Wiedemer and
Matthias K{\"{u}}mmerer and
Matthias Bethge and
Jan van Gemert},
editor = {Petia Radeva and
Antonino Furnari and
Kadi Bouatouch and
A. Augusto de Sousa},
title = {Scale Learning in Scale-Equivariant Convolutional Networks},
booktitle = {Proceedings of the 19th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2024, Volume 2: VISAPP, Rome, Italy, February 27-29, 2024},
pages = {567--574},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012379800003660},
doi = {10.5220/0012379800003660},
timestamp = {Mon, 08 Apr 2024 14:14:40 +0200},
biburl = {https://dblp.org/rec/conf/visigrapp/BastingBWKBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05342,
author = {Max F. Burg and
Thomas Zenkel and
Michaela Vystrcilov{\'{a}} and
Jonathan Oesterle and
Larissa H{\"{o}}fling and
Konstantin F. Willeke and
Jan Lause and
Sarah M{\"{u}}ller and
Paul G. Fahey and
Zhiwei Ding and
Kelli Restivo and
Shashwat Sridhar and
Tim Gollisch and
Philipp Berens and
Andreas S. Tolias and
Thomas Euler and
Matthias Bethge and
Alexander S. Ecker},
title = {Most discriminative stimuli for functional cell type identification},
journal = {CoRR},
volume = {abs/2401.05342},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05342},
doi = {10.48550/ARXIV.2401.05342},
eprinttype = {arXiv},
eprint = {2401.05342},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17400,
author = {{\c{C}}agatay Yildiz and
Nishaanth Kanna Ravichandran and
Prishruit Punia and
Matthias Bethge and
Beyza Ermis},
title = {Investigating Continual Pretraining in Large Language Models: Insights
and Implications},
journal = {CoRR},
volume = {abs/2402.17400},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17400},
doi = {10.48550/ARXIV.2402.17400},
eprinttype = {arXiv},
eprint = {2402.17400},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19472,
author = {Ameya Prabhu and
Vishaal Udandarao and
Philip H. S. Torr and
Matthias Bethge and
Adel Bibi and
Samuel Albanie},
title = {Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid
Progress},
journal = {CoRR},
volume = {abs/2402.19472},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.19472},
doi = {10.48550/ARXIV.2402.19472},
eprinttype = {arXiv},
eprint = {2402.19472},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-19472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LiCRBBAPTP23,
author = {Zhe Li and
Josue Ortega Caro and
Evgenia Rusak and
Wieland Brendel and
Matthias Bethge and
Fabio Anselmi and
Ankit B. Patel and
Andreas S. Tolias and
Xaq Pitkow},
title = {Robust deep learning object recognition models rely on low frequency
information in natural images},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {3},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1010932},
doi = {10.1371/JOURNAL.PCBI.1010932},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LiCRBBAPTP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/QiuKSGHSBBE23,
author = {Yongrong Qiu and
David A. Klindt and
Klaudia P. Szatko and
Dominic Gonschorek and
Larissa H{\"{o}}fling and
Timm Schubert and
Laura Busse and
Matthias Bethge and
Thomas Euler},
title = {Efficient coding of natural scenes improves neural system identification},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {4},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1011037},
doi = {10.1371/JOURNAL.PCBI.1011037},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/QiuKSGHSBBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ReizingerSBSHB23,
author = {Patrik Reizinger and
Yash Sharma and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf and
Ferenc Husz{\'{a}}r and
Wieland Brendel},
title = {Jacobian-based Causal Discovery with Nonlinear {ICA}},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=2Yo9xqR6Ab},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ReizingerSBSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/Tangemann0KLGBK23,
author = {Matthias Tangemann and
Steffen Schneider and
Julius von K{\"{u}}gelgen and
Francesco Locatello and
Peter Vincent Gehler and
Thomas Brox and
Matthias K{\"{u}}mmerer and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf},
editor = {Mihaela van der Schaar and
Cheng Zhang and
Dominik Janzing},
title = {Unsupervised Object Learning via Common Fate},
booktitle = {Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April
2023, Amazon Development Center, T{\"{u}}bingen, Germany, April
11-14, 2023},
series = {Proceedings of Machine Learning Research},
volume = {213},
pages = {281--327},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v213/tangemann23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/Tangemann0KLGBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AuzinaYMBG23,
author = {Ilze Amanda Auzina and
{\c{C}}agatay Yildiz and
Sara Magliacane and
Matthias Bethge and
Efstratios Gavves},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Modulated Neural ODEs},
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/8bc74514d554a90c996576f6c373f5f3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AuzinaYMBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Press0KB23,
author = {Ori Press and
Steffen Schneider and
Matthias K{\"{u}}mmerer and
Matthias Bethge},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {RDumb: {A} simple approach that questions our progress in continual
test-time adaptation},
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/7d640f377893fc5f22b5610e175ef7c3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Press0KB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WiedemerMBB23,
author = {Thadd{\"{a}}us Wiedemer and
Prasanna Mayilvahanan and
Matthias Bethge and
Wieland Brendel},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Compositional Generalization from First Principles},
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/15f6a10899f557ce53fe39939af6f930-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WiedemerMBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/ReizingerSBSHB23,
author = {Patrik Reizinger and
Yash Sharma and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf and
Ferenc Husz{\'{a}}r and
Wieland Brendel},
title = {nl-causal-representations (Version v1.0.1)},
publisher = {Zenodo},
year = {2023},
month = apr,
howpublished = {\url{https://doi.org/10.5281/zenodo.7807654}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.7807654},
doi = {10.5281/ZENODO.7807654},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/ReizingerSBSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13262,
author = {Ilze Amanda Auzina and
{\c{C}}agatay Yildiz and
Sara Magliacane and
Matthias Bethge and
Efstratios Gavves},
title = {Invariant Neural Ordinary Differential Equations},
journal = {CoRR},
volume = {abs/2302.13262},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13262},
doi = {10.48550/ARXIV.2302.13262},
eprinttype = {arXiv},
eprint = {2302.13262},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16867,
author = {Elif Akata and
Lion Schulz and
Julian Coda{-}Forno and
Seong Joon Oh and
Matthias Bethge and
Eric Schulz},
title = {Playing repeated games with Large Language Models},
journal = {CoRR},
volume = {abs/2305.16867},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16867},
doi = {10.48550/ARXIV.2305.16867},
eprinttype = {arXiv},
eprint = {2305.16867},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05401,
author = {Ori Press and
Steffen Schneider and
Matthias K{\"{u}}mmerer and
Matthias Bethge},
title = {RDumb: {A} simple approach that questions our progress in continual
test-time adaptation},
journal = {CoRR},
volume = {abs/2306.05401},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05401},
doi = {10.48550/ARXIV.2306.05401},
eprinttype = {arXiv},
eprint = {2306.05401},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05596,
author = {Thadd{\"{a}}us Wiedemer and
Prasanna Mayilvahanan and
Matthias Bethge and
Wieland Brendel},
title = {Compositional Generalization from First Principles},
journal = {CoRR},
volume = {abs/2307.05596},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05596},
doi = {10.48550/ARXIV.2307.05596},
eprinttype = {arXiv},
eprint = {2307.05596},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05327,
author = {Thadd{\"{a}}us Wiedemer and
Jack Brady and
Alexander Panfilov and
Attila Juhos and
Matthias Bethge and
Wieland Brendel},
title = {Provable Compositional Generalization for Object-Centric Learning},
journal = {CoRR},
volume = {abs/2310.05327},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05327},
doi = {10.48550/ARXIV.2310.05327},
eprinttype = {arXiv},
eprint = {2310.05327},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08577,
author = {Vishaal Udandarao and
Max F. Burg and
Samuel Albanie and
Matthias Bethge},
title = {Visual Data-Type Understanding does not emerge from Scaling Vision-Language
Models},
journal = {CoRR},
volume = {abs/2310.08577},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08577},
doi = {10.48550/ARXIV.2310.08577},
eprinttype = {arXiv},
eprint = {2310.08577},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09562,
author = {Prasanna Mayilvahanan and
Thadd{\"{a}}us Wiedemer and
Evgenia Rusak and
Matthias Bethge and
Wieland Brendel},
title = {Does CLIP's Generalization Performance Mainly Stem from High Train-Test
Similarity?},
journal = {CoRR},
volume = {abs/2310.09562},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09562},
doi = {10.48550/ARXIV.2310.09562},
eprinttype = {arXiv},
eprint = {2310.09562},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11908,
author = {Eli Verwimp and
Rahaf Aljundi and
Shai Ben{-}David and
Matthias Bethge and
Andrea Cossu and
Alexander Gepperth and
Tyler L. Hayes and
Eyke H{\"{u}}llermeier and
Christopher Kanan and
Dhireesha Kudithipudi and
Christoph H. Lampert and
Martin Mundt and
Razvan Pascanu and
Adrian Popescu and
Andreas S. Tolias and
Joost van de Weijer and
Bing Liu and
Vincenzo Lomonaco and
Tinne Tuytelaars and
Gido M. van de Ven},
title = {Continual Learning: Applications and the Road Forward},
journal = {CoRR},
volume = {abs/2311.11908},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11908},
doi = {10.48550/ARXIV.2311.11908},
eprinttype = {arXiv},
eprint = {2311.11908},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16093,
author = {Luca M. Schulze Buschoff and
Elif Akata and
Matthias Bethge and
Eric Schulz},
title = {Have we built machines that think like people?},
journal = {CoRR},
volume = {abs/2311.16093},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16093},
doi = {10.48550/ARXIV.2311.16093},
eprinttype = {arXiv},
eprint = {2311.16093},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16731,
author = {Sebastian Dziadzio and
{\c{C}}agatay Yildiz and
Gido M. van de Ven and
Tomasz Trzcinski and
Tinne Tuytelaars and
Matthias Bethge},
title = {Disentangled Continual Learning: Separating Memory Edits from Model
Updates},
journal = {CoRR},
volume = {abs/2312.16731},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.16731},
doi = {10.48550/ARXIV.2312.16731},
eprinttype = {arXiv},
eprint = {2312.16731},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-16731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RusakSPEGBBB22,
author = {Evgenia Rusak and
Steffen Schneider and
George Pachitariu and
Luisa Eck and
Peter Vincent Gehler and
Oliver Bringmann and
Wieland Brendel and
Matthias Bethge},
title = {If your data distribution shifts, use self-learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=vqRzLv6POg},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RusakSPEGBBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/FunkeVWKZB22,
author = {Christina M. Funke and
Paul Vicol and
Kuan{-}Chieh Wang and
Matthias K{\"{u}}mmerer and
Richard S. Zemel and
Matthias Bethge},
editor = {Sarath Chandar and
Razvan Pascanu and
Doina Precup},
title = {Disentanglement and Generalization Under Correlation Shifts},
booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August
2022, McGill University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {199},
pages = {116--141},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v199/funke22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/collas/FunkeVWKZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchottKTG0BSLB22,
author = {Lukas Schott and
Julius von K{\"{u}}gelgen and
Frederik Tr{\"{a}}uble and
Peter Vincent Gehler and
Chris Russell and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf and
Francesco Locatello and
Wieland Brendel},
title = {Visual Representation Learning Does Not Generalize Strongly Within
the Same Domain},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=9RUHPlladgh},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchottKTG0BSLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/ReizingerSBSHB22,
author = {Patrik Reizinger and
Yash Sharma and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf and
Ferenc Husz{\'{a}}r and
Wieland Brendel},
title = {nl-causal-representations (Version 1.0.0)},
publisher = {Zenodo},
year = {2022},
month = aug,
howpublished = {\url{https://doi.org/10.5281/zenodo.7002143}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.7002143},
doi = {10.5281/ZENODO.7002143},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/ReizingerSBSHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WeisCSBBGE21,
author = {Marissa A. Weis and
Kashyap Chitta and
Yash Sharma and
Wieland Brendel and
Matthias Bethge and
Andreas Geiger and
Alexander S. Ecker},
title = {Benchmarking Unsupervised Object Representations for Video Sequences},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {183:1--183:61},
year = {2021},
url = {http://jmlr.org/papers/v22/21-0199.html},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/WeisCSBBGE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BurgCDWTBE21,
author = {Max F. Burg and
Santiago A. Cadena and
George H. Denfield and
Edgar Y. Walker and
Andreas S. Tolias and
Matthias Bethge and
Alexander S. Ecker},
title = {Learning divisive normalization in primary visual cortex},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {6},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1009028},
doi = {10.1371/JOURNAL.PCBI.1009028},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BurgCDWTBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LinardosKPB21,
author = {Akis Linardos and
Matthias K{\"{u}}mmerer and
Ori Press and
Matthias Bethge},
title = {DeepGaze {IIE:} Calibrated prediction in and out-of-domain for state-of-the-art
saliency modeling},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {12899--12908},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01268},
doi = {10.1109/ICCV48922.2021.01268},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LinardosKPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BorowskiZSGWBB21,
author = {Judy Borowski and
Roland Simon Zimmermann and
Judith Schepers and
Robert Geirhos and
Thomas S. A. Wallis and
Matthias Bethge and
Wieland Brendel},
title = {Exemplary Natural Images Explain {CNN} Activations Better than State-of-the-Art
Feature Visualization},
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=QO9-y8also-},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BorowskiZSGWBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KlindtSSUBBP21,
author = {David A. Klindt and
Lukas Schott and
Yash Sharma and
Ivan Ustyuzhaninov and
Wieland Brendel and
Matthias Bethge and
Dylan M. Paiton},
title = {Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse
Coding},
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=EbIDjBynYJ8},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/KlindtSSUBBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZimmermannSSBB21,
author = {Roland S. Zimmermann and
Yash Sharma and
Steffen Schneider and
Matthias Bethge and
Wieland Brendel},
editor = {Marina Meila and
Tong Zhang},
title = {Contrastive Learning Inverts the Data Generating Process},
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 = {12979--12990},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zimmermann21a.html},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZimmermannSSBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZimmermannBGBWB21,
author = {Roland S. Zimmermann and
Judy Borowski and
Robert Geirhos and
Matthias Bethge and
Thomas S. A. Wallis and
Wieland Brendel},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {How Well do Feature Visualizations Support Causal Understanding of
{CNN} Activations?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {11730--11744},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/618faa1728eb2ef6e3733645273ab145-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZimmermannBGBWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeirhosNMTBWB21,
author = {Robert Geirhos and
Kantharaju Narayanappa and
Benjamin Mitzkus and
Tizian Thieringer and
Matthias Bethge and
Felix A. Wichmann and
Wieland Brendel},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Partial success in closing the gap between human and machine vision},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23885--23899},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c8877cff22082a16395a57e97232bb6f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GeirhosNMTBWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/MathisBSYRBM21,
author = {Alexander Mathis and
Thomas Biasi and
Steffen Schneider and
Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Byron Rogers and
Matthias Bethge and
Mackenzie W. Mathis},
title = {Pretraining boosts out-of-domain robustness for pose estimation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {1858--1867},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00190},
doi = {10.1109/WACV48630.2021.00190},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/MathisBSYRBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08850,
author = {Roland S. Zimmermann and
Yash Sharma and
Steffen Schneider and
Matthias Bethge and
Wieland Brendel},
title = {Contrastive Learning Inverts the Data Generating Process},
journal = {CoRR},
volume = {abs/2102.08850},
year = {2021},
url = {https://arxiv.org/abs/2102.08850},
eprinttype = {arXiv},
eprint = {2102.08850},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12239,
author = {Matthias K{\"{u}}mmerer and
Matthias Bethge},
title = {State-of-the-Art in Human Scanpath Prediction},
journal = {CoRR},
volume = {abs/2102.12239},
year = {2021},
url = {https://arxiv.org/abs/2102.12239},
eprinttype = {arXiv},
eprint = {2102.12239},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12928,
author = {Evgenia Rusak and
Steffen Schneider and
Peter V. Gehler and
Oliver Bringmann and
Wieland Brendel and
Matthias Bethge},
title = {Adapting ImageNet-scale models to complex distribution shifts with
self-learning},
journal = {CoRR},
volume = {abs/2104.12928},
year = {2021},
url = {https://arxiv.org/abs/2104.12928},
eprinttype = {arXiv},
eprint = {2104.12928},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12441,
author = {Akis Linardos and
Matthias K{\"{u}}mmerer and
Ori Press and
Matthias Bethge},
title = {Calibrated prediction in and out-of-domain for state-of-the-art saliency
modeling},
journal = {CoRR},
volume = {abs/2105.12441},
year = {2021},
url = {https://arxiv.org/abs/2105.12441},
eprinttype = {arXiv},
eprint = {2105.12441},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07411,
author = {Robert Geirhos and
Kantharaju Narayanappa and
Benjamin Mitzkus and
Tizian Thieringer and
Matthias Bethge and
Felix A. Wichmann and
Wieland Brendel},
title = {Partial success in closing the gap between human and machine vision},
journal = {CoRR},
volume = {abs/2106.07411},
year = {2021},
url = {https://arxiv.org/abs/2106.07411},
eprinttype = {arXiv},
eprint = {2106.07411},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12447,
author = {Roland S. Zimmermann and
Judy Borowski and
Robert Geirhos and
Matthias Bethge and
Thomas S. A. Wallis and
Wieland Brendel},
title = {How Well do Feature Visualizations Support Causal Understanding of
{CNN} Activations?},
journal = {CoRR},
volume = {abs/2106.12447},
year = {2021},
url = {https://arxiv.org/abs/2106.12447},
eprinttype = {arXiv},
eprint = {2106.12447},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08221,
author = {Lukas Schott and
Julius von K{\"{u}}gelgen and
Frederik Tr{\"{a}}uble and
Peter V. Gehler and
Chris Russell and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf and
Francesco Locatello and
Wieland Brendel},
title = {Visual Representation Learning Does Not Generalize Strongly Within
the Same Domain},
journal = {CoRR},
volume = {abs/2107.08221},
year = {2021},
url = {https://arxiv.org/abs/2107.08221},
eprinttype = {arXiv},
eprint = {2107.08221},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06562,
author = {Matthias Tangemann and
Steffen Schneider and
Julius von K{\"{u}}gelgen and
Francesco Locatello and
Peter V. Gehler and
Thomas Brox and
Matthias K{\"{u}}mmerer and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf},
title = {Unsupervised Object Learning via Common Fate},
journal = {CoRR},
volume = {abs/2110.06562},
year = {2021},
url = {https://arxiv.org/abs/2110.06562},
eprinttype = {arXiv},
eprint = {2110.06562},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14754,
author = {Christina M. Funke and
Paul Vicol and
Kuan{-}Chieh Wang and
Matthias K{\"{u}}mmerer and
Richard S. Zemel and
Matthias Bethge},
title = {Disentanglement and Generalization Under Correlation Shifts},
journal = {CoRR},
volume = {abs/2112.14754},
year = {2021},
url = {https://arxiv.org/abs/2112.14754},
eprinttype = {arXiv},
eprint = {2112.14754},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/RauberZBB20,
author = {Jonas Rauber and
Roland Zimmermann and
Matthias Bethge and
Wieland Brendel},
title = {Foolbox Native: Fast adversarial attacks to benchmark the robustness
of machine learning models in PyTorch, TensorFlow, and {JAX}},
journal = {J. Open Source Softw.},
volume = {5},
number = {53},
pages = {2607},
year = {2020},
url = {https://doi.org/10.21105/joss.02607},
doi = {10.21105/JOSS.02607},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jossw/RauberZBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GeirhosJMZBBW20,
author = {Robert Geirhos and
J{\"{o}}rn{-}Henrik Jacobsen and
Claudio Michaelis and
Richard S. Zemel and
Wieland Brendel and
Matthias Bethge and
Felix A. Wichmann},
title = {Shortcut learning in deep neural networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {665--673},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00257-z},
doi = {10.1038/S42256-020-00257-Z},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GeirhosJMZBBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/RusakSZB0BB20,
author = {Evgenia Rusak and
Lukas Schott and
Roland S. Zimmermann and
Julian Bitterwolf and
Oliver Bringmann and
Matthias Bethge and
Wieland Brendel},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {A Simple Way to Make Neural Networks Robust Against Diverse Image
Corruptions},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12348},
pages = {53--69},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58580-8\_4},
doi = {10.1007/978-3-030-58580-8\_4},
timestamp = {Thu, 03 Dec 2020 14:13:57 +0100},
biburl = {https://dblp.org/rec/conf/eccv/RusakSZB0BB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TangemannKWB20,
author = {Matthias Tangemann and
Matthias K{\"{u}}mmerer and
Thomas S. A. Wallis and
Matthias Bethge},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Measuring the Importance of Temporal Features in Video Saliency},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXVIII}},
series = {Lecture Notes in Computer Science},
volume = {12373},
pages = {667--684},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58604-1\_40},
doi = {10.1007/978-3-030-58604-1\_40},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/TangemannKWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/SchmidTBKS20,
author = {Ute Schmid and
Volker Tresp and
Matthias Bethge and
Kristian Kersting and
Rainer Stiefelhagen},
editor = {Ralf H. Reussner and
Anne Koziolek and
Robert Heinrich},
title = {K{\"{u}}nstliche Intelligenz - Die dritte Welle},
booktitle = {50. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, {INFORMATIK}
2020 - Back to the Future, Karlsruhe, Germany, 28. September - 2.
Oktober 2020},
series = {{LNI}},
volume = {{P-307}},
pages = {91--95},
publisher = {{GI}},
year = {2020},
url = {https://doi.org/10.18420/inf2020\_08},
doi = {10.18420/INF2020\_08},
timestamp = {Tue, 04 Jul 2023 17:43:55 +0200},
biburl = {https://dblp.org/rec/conf/gi/SchmidTBKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/UstyuzhaninovCF20,
author = {Ivan Ustyuzhaninov and
Santiago A. Cadena and
Emmanouil Froudarakis and
Paul G. Fahey and
Edgar Y. Walker and
Erick Cobos and
Jacob Reimer and
Fabian H. Sinz and
Andreas S. Tolias and
Matthias Bethge and
Alexander S. Ecker},
title = {Rotation-invariant clustering of neuronal responses in primary visual
cortex},
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=rklr9kHFDB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/UstyuzhaninovCF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchneiderRE0BB20,
author = {Steffen Schneider and
Evgenia Rusak and
Luisa Eck and
Oliver Bringmann and
Wieland Brendel and
Matthias Bethge},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Improving robustness against common corruptions by covariate shift
adaptation},
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/85690f81aadc1749175c187784afc9ee-Abstract.html},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchneiderRE0BB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchroderKSFBEB20,
author = {Cornelius Schr{\"{o}}der and
David A. Klindt and
Sarah Strau{\ss} and
Katrin Franke and
Matthias Bethge and
Thomas Euler and
Philipp Berens},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {System Identification with Biophysical Constraints: {A} Circuit Model
of the Inner Retina},
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/b139e104214a08ae3f2ebcce149cdf6e-Abstract.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchroderKSFBEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06057,
author = {Evgenia Rusak and
Lukas Schott and
Roland S. Zimmermann and
Julian Bitterwolf and
Oliver Bringmann and
Matthias Bethge and
Wieland Brendel},
title = {Increasing the robustness of DNNs against image corruptions by playing
the Game of Noise},
journal = {CoRR},
volume = {abs/2001.06057},
year = {2020},
url = {https://arxiv.org/abs/2001.06057},
eprinttype = {arXiv},
eprint = {2001.06057},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07780,
author = {Robert Geirhos and
J{\"{o}}rn{-}Henrik Jacobsen and
Claudio Michaelis and
Richard S. Zemel and
Wieland Brendel and
Matthias Bethge and
Felix A. Wichmann},
title = {Shortcut Learning in Deep Neural Networks},
journal = {CoRR},
volume = {abs/2004.07780},
year = {2020},
url = {https://arxiv.org/abs/2004.07780},
eprinttype = {arXiv},
eprint = {2004.07780},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09406,
author = {Christina M. Funke and
Judy Borowski and
Karolina Stosio and
Wieland Brendel and
Thomas S. A. Wallis and
Matthias Bethge},
title = {The Notorious Difficulty of Comparing Human and Machine Perception},
journal = {CoRR},
volume = {abs/2004.09406},
year = {2020},
url = {https://arxiv.org/abs/2004.09406},
eprinttype = {arXiv},
eprint = {2004.09406},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12906,
author = {Julius von K{\"{u}}gelgen and
Ivan Ustyuzhaninov and
Peter V. Gehler and
Matthias Bethge and
Bernhard Sch{\"{o}}lkopf},
title = {Towards causal generative scene models via competition of experts},
journal = {CoRR},
volume = {abs/2004.12906},
year = {2020},
url = {https://arxiv.org/abs/2004.12906},
eprinttype = {arXiv},
eprint = {2004.12906},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07034,
author = {Marissa A. Weis and
Kashyap Chitta and
Yash Sharma and
Wieland Brendel and
Matthias Bethge and
Andreas Geiger and
Alexander S. Ecker},
title = {Unmasking the Inductive Biases of Unsupervised Object Representations
for Video Sequences},
journal = {CoRR},
volume = {abs/2006.07034},
year = {2020},
url = {https://arxiv.org/abs/2006.07034},
eprinttype = {arXiv},
eprint = {2006.07034},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16971,
author = {Steffen Schneider and
Evgenia Rusak and
Luisa Eck and
Oliver Bringmann and
Wieland Brendel and
Matthias Bethge},
title = {Improving robustness against common corruptions by covariate shift
adaptation},
journal = {CoRR},
volume = {abs/2006.16971},
year = {2020},
url = {https://arxiv.org/abs/2006.16971},
eprinttype = {arXiv},
eprint = {2006.16971},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07677,
author = {Jonas Rauber and
Matthias Bethge},
title = {Fast Differentiable Clipping-Aware Normalization and Rescaling},
journal = {CoRR},
volume = {abs/2007.07677},
year = {2020},
url = {https://arxiv.org/abs/2007.07677},
eprinttype = {arXiv},
eprint = {2007.07677},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10930,
author = {David A. Klindt and
Lukas Schott and
Yash Sharma and
Ivan Ustyuzhaninov and
Wieland Brendel and
Matthias Bethge and
Dylan M. Paiton},
title = {Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse
Coding},
journal = {CoRR},
volume = {abs/2007.10930},
year = {2020},
url = {https://arxiv.org/abs/2007.10930},
eprinttype = {arXiv},
eprint = {2007.10930},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04175,
author = {Jonas Rauber and
Matthias Bethge and
Wieland Brendel},
title = {EagerPy: Writing Code That Works Natively with PyTorch, TensorFlow,
JAX, and NumPy},
journal = {CoRR},
volume = {abs/2008.04175},
year = {2020},
url = {https://arxiv.org/abs/2008.04175},
eprinttype = {arXiv},
eprint = {2008.04175},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08377,
author = {Robert Geirhos and
Kantharaju Narayanappa and
Benjamin Mitzkus and
Matthias Bethge and
Felix A. Wichmann and
Wieland Brendel},
title = {On the surprising similarities between supervised and self-supervised
models},
journal = {CoRR},
volume = {abs/2010.08377},
year = {2020},
url = {https://arxiv.org/abs/2010.08377},
eprinttype = {arXiv},
eprint = {2010.08377},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12606,
author = {Judy Borowski and
Roland S. Zimmermann and
Judith Schepers and
Robert Geirhos and
Thomas S. A. Wallis and
Matthias Bethge and
Wieland Brendel},
title = {Exemplary Natural Images Explain {CNN} Activations Better than Feature
Visualizations},
journal = {CoRR},
volume = {abs/2010.12606},
year = {2020},
url = {https://arxiv.org/abs/2010.12606},
eprinttype = {arXiv},
eprint = {2010.12606},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04267,
author = {Claudio Michaelis and
Matthias Bethge and
Alexander S. Ecker},
title = {Closing the Generalization Gap in One-Shot Object Detection},
journal = {CoRR},
volume = {abs/2011.04267},
year = {2020},
url = {https://arxiv.org/abs/2011.04267},
eprinttype = {arXiv},
eprint = {2011.04267},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/CadenaDWGTBE19,
author = {Santiago A. Cadena and
George H. Denfield and
Edgar Y. Walker and
Leon A. Gatys and
Andreas S. Tolias and
Matthias Bethge and
Alexander S. Ecker},
title = {Deep convolutional models improve predictions of macaque {V1} responses
to natural images},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {4},
year = {2019},
url = {https://doi.org/10.1371/journal.pcbi.1006897},
doi = {10.1371/JOURNAL.PCBI.1006897},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/CadenaDWGTBE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BrendelB19,
author = {Wieland Brendel and
Matthias Bethge},
title = {Approximating CNNs with Bag-of-local-Features models works surprisingly
well on ImageNet},
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=SkfMWhAqYQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BrendelB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EckerSFFCWCRTB19,
author = {Alexander S. Ecker and
Fabian H. Sinz and
Emmanouil Froudarakis and
Paul G. Fahey and
Santiago A. Cadena and
Edgar Y. Walker and
Erick Cobos and
Jacob Reimer and
Andreas S. Tolias and
Matthias Bethge},
title = {A rotation-equivariant convolutional neural network model of primary
visual cortex},
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=H1fU8iAqKX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EckerSFFCWCRTB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GeirhosRMBWB19,
author = {Robert Geirhos and
Patricia Rubisch and
Claudio Michaelis and
Matthias Bethge and
Felix A. Wichmann and
Wieland Brendel},
title = {ImageNet-trained CNNs are biased towards texture; increasing shape
bias improves accuracy and robustness},
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=Bygh9j09KX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GeirhosRMBWB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JacobsenBZB19,
author = {J{\"{o}}rn{-}Henrik Jacobsen and
Jens Behrmann and
Richard S. Zemel and
Matthias Bethge},
title = {Excessive Invariance Causes Adversarial Vulnerability},
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=BkfbpsAcF7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JacobsenBZB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchottRBB19,
author = {Lukas Schott and
Jonas Rauber and
Matthias Bethge and
Wieland Brendel},
title = {Towards the first adversarially robust neural network model on {MNIST}},
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=S1EHOsC9tX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchottRBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0007BWCMRBSPT19,
author = {Zhe Li and
Wieland Brendel and
Edgar Y. Walker and
Erick Cobos and
Taliah Muhammad and
Jacob Reimer and
Matthias Bethge and
Fabian H. Sinz and
Zachary Pitkow and
Andreas S. Tolias},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning from brains how to regularize machines},
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 = {9525--9535},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/70117ee3c0b15a2950f1e82a215e812b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/0007BWCMRBSPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BrendelRKUB19,
author = {Wieland Brendel and
Jonas Rauber and
Matthias K{\"{u}}mmerer and
Ivan Ustyuzhaninov and
Matthias Bethge},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Accurate, reliable and fast robustness evaluation},
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 = {12841--12851},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/885fe656777008c335ac96072a45be15-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BrendelRKUB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00760,
author = {Wieland Brendel and
Matthias Bethge},
title = {Approximating CNNs with Bag-of-local-Features models works surprisingly
well on ImageNet},
journal = {CoRR},
volume = {abs/1904.00760},
year = {2019},
url = {http://arxiv.org/abs/1904.00760},
eprinttype = {arXiv},
eprint = {1904.00760},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01003,
author = {Wieland Brendel and
Jonas Rauber and
Matthias K{\"{u}}mmerer and
Ivan Ustyuzhaninov and
Matthias Bethge},
title = {Accurate, reliable and fast robustness evaluation},
journal = {CoRR},
volume = {abs/1907.01003},
year = {2019},
url = {http://arxiv.org/abs/1907.01003},
eprinttype = {arXiv},
eprint = {1907.01003},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07484,
author = {Claudio Michaelis and
Benjamin Mitzkus and
Robert Geirhos and
Evgenia Rusak and
Oliver Bringmann and
Alexander S. Ecker and
Matthias Bethge and
Wieland Brendel},
title = {Benchmarking Robustness in Object Detection: Autonomous Driving when
Winter is Coming},
journal = {CoRR},
volume = {abs/1907.07484},
year = {2019},
url = {http://arxiv.org/abs/1907.07484},
eprinttype = {arXiv},
eprint = {1907.07484},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11229,
author = {Alexander Mathis and
Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Byron Rogers and
Matthias Bethge and
Mackenzie W. Mathis},
title = {Pretraining boosts out-of-domain robustness for pose estimation},
journal = {CoRR},
volume = {abs/1909.11229},
year = {2019},
url = {http://arxiv.org/abs/1909.11229},
eprinttype = {arXiv},
eprint = {1909.11229},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05072,
author = {Zhe Li and
Wieland Brendel and
Edgar Y. Walker and
Erick Cobos and
Taliah Muhammad and
Jacob Reimer and
Matthias Bethge and
Fabian H. Sinz and
Xaq Pitkow and
Andreas S. Tolias},
title = {Learning From Brains How to Regularize Machines},
journal = {CoRR},
volume = {abs/1911.05072},
year = {2019},
url = {http://arxiv.org/abs/1911.05072},
eprinttype = {arXiv},
eprint = {1911.05072},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BerensFDCMSMTMR18,
author = {Philipp Berens and
Jeremy Freeman and
Thomas Deneux and
Nicolay Chenkov and
Thomas McColgan and
Artur Speiser and
Jakob H. Macke and
Srinivas C. Turaga and
Patrick J. Mineault and
Peter Rupprecht and
Stephan Gerhard and
Rainer W. Friedrich and
Johannes Friedrich and
Liam Paninski and
Marius Pachitariu and
Kenneth D. Harris and
Ben Bolte and
Timothy A. Machado and
Dario Ringach and
Jasmine Stone and
Luke E. Rogerson and
Nicolas J. Sofroniew and
Jacob Reimer and
Emmanouil Froudarakis and
Thomas Euler and
Miroslav Rom{\'{a}}n Ros{\'{o}}n and
Lucas Theis and
Andreas S. Tolias and
Matthias Bethge},
title = {Community-based benchmarking improves spike rate inference from two-photon
calcium imaging data},
journal = {PLoS Comput. Biol.},
volume = {14},
number = {5},
year = {2018},
url = {https://doi.org/10.1371/journal.pcbi.1006157},
doi = {10.1371/JOURNAL.PCBI.1006157},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BerensFDCMSMTMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/CadenaWGBE18,
author = {Santiago A. Cadena and
Marissa A. Weis and
Leon A. Gatys and
Matthias Bethge and
Alexander S. Ecker},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Diverse Feature Visualizations Reveal Invariances in Early Layers
of Deep Neural Networks},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XII}},
series = {Lecture Notes in Computer Science},
volume = {11216},
pages = {225--240},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01258-8\_14},
doi = {10.1007/978-3-030-01258-8\_14},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/CadenaWGBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KummererWB18,
author = {Matthias K{\"{u}}mmerer and
Thomas S. A. Wallis and
Matthias Bethge},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XVI}},
series = {Lecture Notes in Computer Science},
volume = {11220},
pages = {798--814},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01270-0\_47},
doi = {10.1007/978-3-030-01270-0\_47},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KummererWB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BrendelRB18,
author = {Wieland Brendel and
Jonas Rauber and
Matthias Bethge},
title = {Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box
Machine Learning Models},
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=SyZI0GWCZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BrendelRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MichaelisBE18,
author = {Claudio Michaelis and
Matthias Bethge and
Alexander S. Ecker},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {One-Shot Segmentation in Clutter},
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 = {3546--3555},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/michaelis18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/MichaelisBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeirhosTRSBW18,
author = {Robert Geirhos and
Carlos R. Medina Temme and
Jonas Rauber and
Heiko H. Sch{\"{u}}tt and
Matthias Bethge and
Felix A. Wichmann},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Generalisation in humans and deep neural networks},
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 = {7549--7561},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0937fb5864ed06ffb59ae5f9b5ed67a9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GeirhosTRSBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08882,
author = {Alexander B{\"{o}}ttcher and
Wieland Brendel and
Bernhard Englitz and
Matthias Bethge},
title = {Trace your sources in large-scale data: one ring to find them all},
journal = {CoRR},
volume = {abs/1803.08882},
year = {2018},
url = {http://arxiv.org/abs/1803.08882},
eprinttype = {arXiv},
eprint = {1803.08882},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09597,
author = {Claudio Michaelis and
Matthias Bethge and
Alexander S. Ecker},
title = {One-Shot Segmentation in Clutter},
journal = {CoRR},
volume = {abs/1803.09597},
year = {2018},
url = {http://arxiv.org/abs/1803.09597},
eprinttype = {arXiv},
eprint = {1803.09597},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03142,
author = {Alexander Mathis and
Pranav Mamidanna and
Taiga Abe and
Kevin M. Cury and
Venkatesh N. Murthy and
Mackenzie W. Mathis and
Matthias Bethge},
title = {Markerless tracking of user-defined features with deep learning},
journal = {CoRR},
volume = {abs/1804.03142},
year = {2018},
url = {http://arxiv.org/abs/1804.03142},
eprinttype = {arXiv},
eprint = {1804.03142},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09190,
author = {Lukas Schott and
Jonas Rauber and
Wieland Brendel and
Matthias Bethge},
title = {Robust Perception through Analysis by Synthesis},
journal = {CoRR},
volume = {abs/1805.09190},
year = {2018},
url = {http://arxiv.org/abs/1805.09190},
eprinttype = {arXiv},
eprint = {1805.09190},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02654,
author = {Ivan Ustyuzhaninov and
Claudio Michaelis and
Wieland Brendel and
Matthias Bethge},
title = {One-shot Texture Segmentation},
journal = {CoRR},
volume = {abs/1807.02654},
year = {2018},
url = {http://arxiv.org/abs/1807.02654},
eprinttype = {arXiv},
eprint = {1807.02654},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-10589,
author = {Santiago A. Cadena and
Marissa A. Weis and
Leon A. Gatys and
Matthias Bethge and
Alexander S. Ecker},
title = {Diverse feature visualizations reveal invariances in early layers
of deep neural networks},
journal = {CoRR},
volume = {abs/1807.10589},
year = {2018},
url = {http://arxiv.org/abs/1807.10589},
eprinttype = {arXiv},
eprint = {1807.10589},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-10589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01976,
author = {Wieland Brendel and
Jonas Rauber and
Alexey Kurakin and
Nicolas Papernot and
Behar Veliqi and
Marcel Salath{\'{e}} and
Sharada P. Mohanty and
Matthias Bethge},
title = {Adversarial Vision Challenge},
journal = {CoRR},
volume = {abs/1808.01976},
year = {2018},
url = {http://arxiv.org/abs/1808.01976},
eprinttype = {arXiv},
eprint = {1808.01976},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08750,
author = {Robert Geirhos and
Carlos R. Medina Temme and
Jonas Rauber and
Heiko H. Sch{\"{u}}tt and
Matthias Bethge and
Felix A. Wichmann},
title = {Generalisation in humans and deep neural networks},
journal = {CoRR},
volume = {abs/1808.08750},
year = {2018},
url = {http://arxiv.org/abs/1808.08750},
eprinttype = {arXiv},
eprint = {1808.08750},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10504,
author = {Alexander S. Ecker and
Fabian H. Sinz and
Emmanouil Froudarakis and
Paul G. Fahey and
Santiago A. Cadena and
Edgar Y. Walker and
Erick Cobos and
Jacob Reimer and
Andreas S. Tolias and
Matthias Bethge},
title = {A rotation-equivariant convolutional neural network model of primary
visual cortex},
journal = {CoRR},
volume = {abs/1809.10504},
year = {2018},
url = {http://arxiv.org/abs/1809.10504},
eprinttype = {arXiv},
eprint = {1809.10504},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00401,
author = {J{\"{o}}rn{-}Henrik Jacobsen and
Jens Behrmann and
Richard S. Zemel and
Matthias Bethge},
title = {Excessive Invariance Causes Adversarial Vulnerability},
journal = {CoRR},
volume = {abs/1811.00401},
year = {2018},
url = {http://arxiv.org/abs/1811.00401},
eprinttype = {arXiv},
eprint = {1811.00401},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11507,
author = {Claudio Michaelis and
Ivan Ustyuzhaninov and
Matthias Bethge and
Alexander S. Ecker},
title = {One-Shot Instance Segmentation},
journal = {CoRR},
volume = {abs/1811.11507},
year = {2018},
url = {http://arxiv.org/abs/1811.11507},
eprinttype = {arXiv},
eprint = {1811.11507},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12231,
author = {Robert Geirhos and
Patricia Rubisch and
Claudio Michaelis and
Matthias Bethge and
Felix A. Wichmann and
Wieland Brendel},
title = {ImageNet-trained CNNs are biased towards texture; increasing shape
bias improves accuracy and robustness},
journal = {CoRR},
volume = {abs/1811.12231},
year = {2018},
url = {http://arxiv.org/abs/1811.12231},
eprinttype = {arXiv},
eprint = {1811.12231},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/NonnenmacherBBB17,
author = {Marcel Nonnenmacher and
Christian Behrens and
Philipp Berens and
Matthias Bethge and
Jakob H. Macke},
title = {Signatures of criticality arise from random subsampling in simple
population models},
journal = {PLoS Comput. Biol.},
volume = {13},
number = {10},
year = {2017},
url = {https://doi.org/10.1371/journal.pcbi.1005718},
doi = {10.1371/JOURNAL.PCBI.1005718},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/NonnenmacherBBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GatysEBHS17,
author = {Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge and
Aaron Hertzmann and
Eli Shechtman},
title = {Controlling Perceptual Factors in Neural Style Transfer},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {3730--3738},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.397},
doi = {10.1109/CVPR.2017.397},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GatysEBHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/WichmannJGASMB17,
author = {Felix A. Wichmann and
David H. J. Janssen and
Robert Geirhos and
Guillermo Aguilar and
Heiko H. Sch{\"{u}}tt and
Marianne Maertens and
Matthias Bethge},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas and
Huib de Ridder},
title = {Methods and measurements to compare men against machines},
booktitle = {Human Vision and Electronic Imaging 2017, Burlingame, CA, USA, 29
January 2017 - 2 February 2017},
pages = {36--45},
publisher = {Society for Imaging Science and Technology},
year = {2017},
url = {https://doi.org/10.2352/ISSN.2470-1173.2017.14.HVEI-113},
doi = {10.2352/ISSN.2470-1173.2017.14.HVEI-113},
timestamp = {Tue, 18 Jul 2023 16:44:23 +0200},
biburl = {https://dblp.org/rec/conf/hvei/WichmannJGASMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KummererWGB17,
author = {Matthias K{\"{u}}mmerer and
Thomas S. A. Wallis and
Leon A. Gatys and
Matthias Bethge},
title = {Understanding Low- and High-Level Contributions to Fixation Prediction},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {4799--4808},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.513},
doi = {10.1109/ICCV.2017.513},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KummererWGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/UstyuzhaninovBG17,
author = {Ivan Ustyuzhaninov and
Wieland Brendel and
Leon A. Gatys and
Matthias Bethge},
title = {What does it take to generate natural textures?},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BJhZeLsxx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/UstyuzhaninovBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KlindtEEB17,
author = {David A. Klindt and
Alexander S. Ecker and
Thomas Euler and
Matthias Bethge},
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 = {Neural system identification for large populations separating "what"
and "where"},
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 = {3506--3516},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/8c249675aea6c3cbd91661bbae767ff1-Abstract.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KlindtEEB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FunkeGEB17,
author = {Christina M. Funke and
Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge},
title = {Synthesising Dynamic Textures using Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1702.07006},
year = {2017},
url = {http://arxiv.org/abs/1702.07006},
eprinttype = {arXiv},
eprint = {1702.07006},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FunkeGEB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrendelB17,
author = {Wieland Brendel and
Matthias Bethge},
title = {Comment on "Biologically inspired protection of deep networks
from adversarial attacks"},
journal = {CoRR},
volume = {abs/1704.01547},
year = {2017},
url = {http://arxiv.org/abs/1704.01547},
eprinttype = {arXiv},
eprint = {1704.01547},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrendelB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KummererWB17,
author = {Matthias K{\"{u}}mmerer and
Thomas S. A. Wallis and
Matthias Bethge},
title = {Saliency Benchmarking: Separating Models, Maps and Metrics},
journal = {CoRR},
volume = {abs/1704.08615},
year = {2017},
url = {http://arxiv.org/abs/1704.08615},
eprinttype = {arXiv},
eprint = {1704.08615},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KummererWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GeirhosJSRBW17,
author = {Robert Geirhos and
David H. J. Janssen and
Heiko H. Sch{\"{u}}tt and
Jonas Rauber and
Matthias Bethge and
Felix A. Wichmann},
title = {Comparing deep neural networks against humans: object recognition
when the signal gets weaker},
journal = {CoRR},
volume = {abs/1706.06969},
year = {2017},
url = {http://arxiv.org/abs/1706.06969},
eprinttype = {arXiv},
eprint = {1706.06969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GeirhosJSRBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RauberBB17,
author = {Jonas Rauber and
Wieland Brendel and
Matthias Bethge},
title = {Foolbox v0.8.0: {A} Python toolbox to benchmark the robustness of
machine learning models},
journal = {CoRR},
volume = {abs/1707.04131},
year = {2017},
url = {http://arxiv.org/abs/1707.04131},
eprinttype = {arXiv},
eprint = {1707.04131},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RauberBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02653,
author = {David A. Klindt and
Alexander S. Ecker and
Thomas Euler and
Matthias Bethge},
title = {Neural system identification for large populations separating "what"
and "where"},
journal = {CoRR},
volume = {abs/1711.02653},
year = {2017},
url = {http://arxiv.org/abs/1711.02653},
eprinttype = {arXiv},
eprint = {1711.02653},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04248,
author = {Wieland Brendel and
Jonas Rauber and
Matthias Bethge},
title = {Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box
Machine Learning Models},
journal = {CoRR},
volume = {abs/1712.04248},
year = {2017},
url = {http://arxiv.org/abs/1712.04248},
eprinttype = {arXiv},
eprint = {1712.04248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06492,
author = {Leon A. Gatys and
Matthias K{\"{u}}mmerer and
Thomas S. A. Wallis and
Matthias Bethge},
title = {Guiding human gaze with convolutional neural networks},
journal = {CoRR},
volume = {abs/1712.06492},
year = {2017},
url = {http://arxiv.org/abs/1712.06492},
eprinttype = {arXiv},
eprint = {1712.06492},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/HosseiniSTB16,
author = {Reshad Hosseini and
Suvrit Sra and
Lucas Theis and
Matthias Bethge},
title = {Inference and mixture modeling with the Elliptical Gamma Distribution},
journal = {Comput. Stat. Data Anal.},
volume = {101},
pages = {29--43},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2016.02.009},
doi = {10.1016/J.CSDA.2016.02.009},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/HosseiniSTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/BadenBFRBE16,
author = {Tom Baden and
Philipp Berens and
Katrin Franke and
Miroslav Rom{\'{a}}n Ros{\'{o}}n and
Matthias Bethge and
Thomas Euler},
title = {The functional diversity of retinal ganglion cells in the mouse},
journal = {Nat.},
volume = {529},
number = {7586},
pages = {345--350},
year = {2016},
url = {https://doi.org/10.1038/nature16468},
doi = {10.1038/NATURE16468},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/BadenBFRBE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GatysEB16,
author = {Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge},
title = {Image Style Transfer Using Convolutional Neural Networks},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {2414--2423},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.265},
doi = {10.1109/CVPR.2016.265},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GatysEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/TheisOB15,
author = {Lucas Theis and
A{\"{a}}ron van den Oord and
Matthias Bethge},
editor = {Yoshua Bengio and
Yann LeCun},
title = {A note on the evaluation of generative models},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.01844},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/TheisOB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UstyuzhaninovBG16,
author = {Ivan Ustyuzhaninov and
Wieland Brendel and
Leon A. Gatys and
Matthias Bethge},
title = {Texture Synthesis Using Shallow Convolutional Networks with Random
Filters},
journal = {CoRR},
volume = {abs/1606.00021},
year = {2016},
url = {http://arxiv.org/abs/1606.00021},
eprinttype = {arXiv},
eprint = {1606.00021},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UstyuzhaninovBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GatysBHS16,
author = {Leon A. Gatys and
Matthias Bethge and
Aaron Hertzmann and
Eli Shechtman},
title = {Preserving Color in Neural Artistic Style Transfer},
journal = {CoRR},
volume = {abs/1606.05897},
year = {2016},
url = {http://arxiv.org/abs/1606.05897},
eprinttype = {arXiv},
eprint = {1606.05897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GatysBHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KummererWB16,
author = {Matthias K{\"{u}}mmerer and
Thomas S. A. Wallis and
Matthias Bethge},
title = {DeepGaze {II:} Reading fixations from deep features trained on object
recognition},
journal = {CoRR},
volume = {abs/1610.01563},
year = {2016},
url = {http://arxiv.org/abs/1610.01563},
eprinttype = {arXiv},
eprint = {1610.01563},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KummererWB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GatysEBHS16,
author = {Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge and
Aaron Hertzmann and
Eli Shechtman},
title = {Controlling Perceptual Factors in Neural Style Transfer},
journal = {CoRR},
volume = {abs/1611.07865},
year = {2016},
url = {http://arxiv.org/abs/1611.07865},
eprinttype = {arXiv},
eprint = {1611.07865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GatysEBHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SraHTB15,
author = {Suvrit Sra and
Reshad Hosseini and
Lucas Theis and
Matthias Bethge},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Data modeling with the elliptical gamma distribution},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/sra15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SraHTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GatysEB15,
author = {Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Texture Synthesis Using Convolutional Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {262--270},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/a5e00132373a7031000fd987a3c9f87b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GatysEB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TheisB15,
author = {Lucas Theis and
Matthias Bethge},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Generative Image Modeling Using Spatial LSTMs},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1927--1935},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/2b6d65b9a9445c4271ab9076ead5605a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TheisB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/KummererTB14,
author = {Matthias K{\"{u}}mmerer and
Lucas Theis and
Matthias Bethge},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Deep Gaze {I:} Boosting Saliency Prediction with Feature Maps Trained
on ImageNet},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1411.1045},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/KummererTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GatysEB15,
author = {Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge},
title = {Texture synthesis and the controlled generation of natural stimuli
using convolutional neural networks},
journal = {CoRR},
volume = {abs/1505.07376},
year = {2015},
url = {http://arxiv.org/abs/1505.07376},
eprinttype = {arXiv},
eprint = {1505.07376},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GatysEB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LudtkeDTB15,
author = {Niklas Ludtke and
Debapriya Das and
Lucas Theis and
Matthias Bethge},
title = {A Generative Model of Natural Texture Surrogates},
journal = {CoRR},
volume = {abs/1505.07672},
year = {2015},
url = {http://arxiv.org/abs/1505.07672},
eprinttype = {arXiv},
eprint = {1505.07672},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LudtkeDTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TheisB15,
author = {Lucas Theis and
Matthias Bethge},
title = {Generative Image Modeling Using Spatial LSTMs},
journal = {CoRR},
volume = {abs/1506.03478},
year = {2015},
url = {http://arxiv.org/abs/1506.03478},
eprinttype = {arXiv},
eprint = {1506.03478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TheisB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GatysEB15a,
author = {Leon A. Gatys and
Alexander S. Ecker and
Matthias Bethge},
title = {A Neural Algorithm of Artistic Style},
journal = {CoRR},
volume = {abs/1508.06576},
year = {2015},
url = {http://arxiv.org/abs/1508.06576},
eprinttype = {arXiv},
eprint = {1508.06576},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GatysEB15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LiesHB14,
author = {J{\"{o}}rn{-}Philipp Lies and
Ralf M. H{\"{a}}fner and
Matthias Bethge},
title = {Slowness and Sparseness Have Diverging Effects on Complex Cell Learning},
journal = {PLoS Comput. Biol.},
volume = {10},
number = {3},
year = {2014},
url = {https://doi.org/10.1371/journal.pcbi.1003468},
doi = {10.1371/JOURNAL.PCBI.1003468},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LiesHB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/cn/Bethge14,
author = {Matthias Bethge},
editor = {Dieter Jaeger and
Ranu Jung},
title = {Efficient Population Coding},
booktitle = {Encyclopedia of Computational Neuroscience},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-7320-6\_578-1},
doi = {10.1007/978-1-4614-7320-6\_578-1},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/cn/Bethge14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KummererWB14,
author = {Matthias K{\"{u}}mmerer and
Thomas Wallis and
Matthias Bethge},
title = {How close are we to understanding image-based saliency?},
journal = {CoRR},
volume = {abs/1409.7686},
year = {2014},
url = {http://arxiv.org/abs/1409.7686},
eprinttype = {arXiv},
eprint = {1409.7686},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KummererWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SinzB13,
author = {Fabian H. Sinz and
Matthias Bethge},
title = {What Is the Limit of Redundancy Reduction with Divisive Normalization?},
journal = {Neural Comput.},
volume = {25},
number = {11},
pages = {2809--2814},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00505},
doi = {10.1162/NECO\_A\_00505},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SinzB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GerhardWB13,
author = {Holly E. Gerhard and
Felix A. Wichmann and
Matthias Bethge},
title = {How Sensitive Is the Human Visual System to the Local Statistics of
Natural Images?},
journal = {PLoS Comput. Biol.},
volume = {9},
number = {1},
year = {2013},
url = {https://doi.org/10.1371/journal.pcbi.1002873},
doi = {10.1371/JOURNAL.PCBI.1002873},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GerhardWB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/SinzB13,
author = {Fabian H. Sinz and
Matthias Bethge},
title = {Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural
Images},
journal = {PLoS Comput. Biol.},
volume = {9},
number = {1},
year = {2013},
url = {https://doi.org/10.1371/journal.pcbi.1002889},
doi = {10.1371/JOURNAL.PCBI.1002889},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/SinzB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/TheisCASB13,
author = {Lucas Theis and
Andr{\'{e}} Maia Chagas and
Daniel Arnstein and
Cornelius Schwarz and
Matthias Bethge},
title = {Beyond GLMs: {A} Generative Mixture Modeling Approach to Neural System
Identification},
journal = {PLoS Comput. Biol.},
volume = {9},
number = {11},
year = {2013},
url = {https://doi.org/10.1371/journal.pcbi.1003356},
doi = {10.1371/JOURNAL.PCBI.1003356},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/TheisCASB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/PutzeysBWWG12,
author = {Tom Putzeys and
Matthias Bethge and
Felix A. Wichmann and
Johan Wagemans and
Robbe Goris},
title = {A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory
Responses},
journal = {PLoS Comput. Biol.},
volume = {8},
number = {4},
year = {2012},
url = {https://doi.org/10.1371/journal.pcbi.1002453},
doi = {10.1371/JOURNAL.PCBI.1002453},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/PutzeysBWWG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TheisSB12,
author = {Lucas Theis and
Jascha Sohl{-}Dickstein and
Matthias Bethge},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Training sparse natural image models with a fast Gibbs sampler of
an extended state space},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1133--1141},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/9b72e31dac81715466cd580a448cf823-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TheisSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/MackeBB11,
author = {Jakob H. Macke and
Philipp Berens and
Matthias Bethge},
title = {Statistical Analysis of Multi-Cell Recordings: Linking Population
Coding Models to Experimental Data},
journal = {Frontiers Comput. Neurosci.},
volume = {5},
pages = {35},
year = {2011},
url = {https://doi.org/10.3389/fncom.2011.00035},
doi = {10.3389/FNCOM.2011.00035},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/MackeBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TheisGSB11,
author = {Lucas Theis and
Sebastian Gerwinn and
Fabian H. Sinz and
Matthias Bethge},
title = {In All Likelihood, Deep Belief Is Not Enough},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {3071--3096},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078204},
doi = {10.5555/1953048.2078204},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TheisGSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/MackeGWKB11,
author = {Jakob H. Macke and
Sebastian Gerwinn and
Leonard E. White and
Matthias Kaschube and
Matthias Bethge},
title = {Gaussian process methods for estimating cortical maps},
journal = {NeuroImage},
volume = {56},
number = {2},
pages = {570--581},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2010.04.272},
doi = {10.1016/J.NEUROIMAGE.2010.04.272},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/MackeGWKB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/GerwinnMB10,
author = {Sebastian Gerwinn and
Jakob H. Macke and
Matthias Bethge},
title = {Bayesian inference for generalized linear models for spiking neurons},
journal = {Frontiers Comput. Neurosci.},
volume = {4},
pages = {12},
year = {2010},
url = {https://doi.org/10.3389/fncom.2010.00012},
doi = {10.3389/FNCOM.2010.00012},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/GerwinnMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SinzB10,
author = {Fabian H. Sinz and
Matthias Bethge},
title = {\emph{L\({}_{\mbox{p}}\)}-Nested Symmetric Distributions},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3409--3451},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953040},
doi = {10.5555/1756006.1953040},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SinzB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RalfB10,
author = {Ralf M. Haefner and
Matthias Bethge},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Evaluating neuronal codes for inference using Fisher information},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1993--2001},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/08b255a5d42b89b0585260b6f2360bdd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RalfB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-6086,
author = {Lucas Theis and
Sebastian Gerwinn and
Fabian H. Sinz and
Matthias Bethge},
title = {In All Likelihood, Deep Belief Is Not Enough},
journal = {CoRR},
volume = {abs/1011.6086},
year = {2010},
url = {http://arxiv.org/abs/1011.6086},
eprinttype = {arXiv},
eprint = {1011.6086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-6086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/GerwinnMB09,
author = {Sebastian Gerwinn and
Jakob H. Macke and
Matthias Bethge},
title = {Bayesian population decoding of spiking neurons},
journal = {Frontiers Comput. Neurosci.},
volume = {3},
pages = {21},
year = {2009},
url = {https://doi.org/10.3389/neuro.10.021.2009},
doi = {10.3389/NEURO.10.021.2009},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/GerwinnMB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/SinzGB09,
author = {Fabian H. Sinz and
Sebastian Gerwinn and
Matthias Bethge},
title = {Characterization of the p-generalized normal distribution},
journal = {J. Multivar. Anal.},
volume = {100},
number = {5},
pages = {817--820},
year = {2009},
url = {https://doi.org/10.1016/j.jmva.2008.07.006},
doi = {10.1016/J.JMVA.2008.07.006},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/SinzGB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MackeBETB09,
author = {Jakob H. Macke and
Philipp Berens and
Alexander S. Ecker and
Andreas S. Tolias and
Matthias Bethge},
title = {Generating Spike Trains with Specified Correlation Coefficients},
journal = {Neural Comput.},
volume = {21},
number = {2},
pages = {397--423},
year = {2009},
url = {https://doi.org/10.1162/neco.2008.02-08-713},
doi = {10.1162/NECO.2008.02-08-713},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MackeBETB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/EichhornSB09,
author = {Jan Eichhorn and
Fabian H. Sinz and
Matthias Bethge},
title = {Natural Image Coding in {V1:} How Much Use Is Orientation Selectivity?},
journal = {PLoS Comput. Biol.},
volume = {5},
number = {4},
year = {2009},
url = {https://doi.org/10.1371/journal.pcbi.1000336},
doi = {10.1371/JOURNAL.PCBI.1000336},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/EichhornSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerensGEB09,
author = {Philipp Berens and
Sebastian Gerwinn and
Alexander S. Ecker and
Matthias Bethge},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Neurometric function analysis of population codes},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {90--98},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/03c6b06952c750899bb03d998e631860-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BerensGEB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GerwinnBB09,
author = {Sebastian Gerwinn and
Philipp Berens and
Matthias Bethge},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {A joint maximum-entropy model for binary neural population patterns
and continuous signals},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {620--628},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/be83ab3ecd0db773eb2dc1b0a17836a1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GerwinnBB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MackeGWKB09,
author = {Jakob H. Macke and
Sebastian Gerwinn and
Leonard E. White and
Matthias Kaschube and
Matthias Bethge},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Bayesian estimation of orientation preference maps},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1195--1203},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/ef0d3930a7b6c95bd2b32ed45989c61f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MackeGWKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinzSB09,
author = {Fabian H. Sinz and
Eero P. Simoncelli and
Matthias Bethge},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Hierarchical Modeling of Local Image Features through {\textdollar}L{\_}p{\textdollar}-Nested
Symmetric Distributions},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1696--1704},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/c0e190d8267e36708f955d7ab048990d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SinzSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinzB08,
author = {Fabian H. Sinz and
Matthias Bethge},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {The Conjoint Effect of Divisive Normalization and Orientation Selectivity
on Redundancy Reduction},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1521--1528},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/6a10bbd480e4c5573d8f3af73ae0454b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SinzB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SeegerGB07,
author = {Matthias W. Seeger and
Sebastian Gerwinn and
Matthias Bethge},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Bayesian Inference for Sparse Generalized Linear Models},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {298--309},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_29},
doi = {10.1007/978-3-540-74958-5\_29},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SeegerGB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/BethgeGM07,
author = {Matthias Bethge and
Sebastian Gerwinn and
Jakob H. Macke},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas and
Scott J. Daly},
title = {Unsupervised learning of a steerable basis for invariant image representations},
booktitle = {Human Vision and Electronic Imaging XII, San Jose, CA, USA, January
29 - February 1, 2007},
series = {{SPIE} Proceedings},
volume = {6492},
pages = {64920C},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.711119},
doi = {10.1117/12.711119},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hvei/BethgeGM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/BethgeWW07,
author = {Matthias Bethge and
Thomas V. Wiecki and
Felix A. Wichmann},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas and
Scott J. Daly},
title = {The independent components of natural images are perceptually dependent},
booktitle = {Human Vision and Electronic Imaging XII, San Jose, CA, USA, January
29 - February 1, 2007},
series = {{SPIE} Proceedings},
volume = {6492},
pages = {64920A},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.711133},
doi = {10.1117/12.711133},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hvei/BethgeWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BethgeB07,
author = {Matthias Bethge and
Philipp Berens},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Near-Maximum Entropy Models for Binary Neural Representations of Natural
Images},
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 = {97--104},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/d296c101daa88a51f6ca8cfc1ac79b50-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BethgeB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GerwinnMSB07,
author = {Sebastian Gerwinn and
Jakob H. Macke and
Matthias W. Seeger and
Matthias Bethge},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Bayesian Inference for Spiking Neuron Models with a Sparsity Prior},
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 = {529--536},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/46ba9f2a6976570b0353203ec4474217-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GerwinnMSB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MackeZB07,
author = {Jakob H. Macke and
Guenther Zeck and
Matthias Bethge},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Receptive Fields without Spike-Triggering},
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 = {969--976},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/289dff07669d7a23de0ef88d2f7129e7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MackeZB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Bethge03,
author = {Matthias Bethge},
title = {Codes and Goals of Neuronal Representations (Kodierung und Ziele neuronaler
Repraesentationen)},
school = {Bremen University, Germany},
year = {2003},
url = {https://media.suub.uni-bremen.de/handle/elib/2013},
urn = {urn:nbn:de:gbv:46-diss000009316},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Bethge03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BethgeP02,
author = {Matthias Bethge and
Klaus Pawelzik},
title = {Population coding with unreliable spikes},
journal = {Neurocomputing},
volume = {44-46},
pages = {323--328},
year = {2002},
url = {https://doi.org/10.1016/S0925-2312(02)00359-4},
doi = {10.1016/S0925-2312(02)00359-4},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BethgeP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BethgeRP02,
author = {Matthias Bethge and
David Rotermund and
Klaus Pawelzik},
title = {Optimal Short-Term Population Coding: When Fisher Information Fails},
journal = {Neural Comput.},
volume = {14},
number = {10},
pages = {2317--2351},
year = {2002},
url = {https://doi.org/10.1162/08997660260293247},
doi = {10.1162/08997660260293247},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BethgeRP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BethgeRP02,
author = {Matthias Bethge and
David Rotermund and
Klaus Pawelzik},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Binary Tuning is Optimal for Neural Rate Coding with High Temporal
Resolution},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {189--196},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/e45823afe1e5120cec11fc4c379a0c67-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BethgeRP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BendaBHPH01,
author = {Jan Benda and
Matthias Bethge and
Matthias Hennig and
Klaus Pawelzik and
Andreas V. M. Herz},
title = {Spike-frequency adaptation: Phenomenological model and experimental
tests},
journal = {Neurocomputing},
volume = {38-40},
pages = {105--110},
year = {2001},
url = {https://doi.org/10.1016/S0925-2312(01)00545-8},
doi = {10.1016/S0925-2312(01)00545-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BendaBHPH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BethgeP01,
author = {Matthias Bethge and
Klaus Pawelzik},
title = {Synchronous inhibition as a mechanism for unbiased selective gain
control},
journal = {Neurocomputing},
volume = {38-40},
pages = {483--488},
year = {2001},
url = {https://doi.org/10.1016/S0925-2312(01)00373-3},
doi = {10.1016/S0925-2312(01)00373-3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BethgeP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BethgePG99,
author = {Matthias Bethge and
Klaus Pawelzik and
Theo Geisel},
title = {Brief pauses as signals for degressing synapses},
journal = {Neurocomputing},
volume = {26-27},
pages = {1--7},
year = {1999},
url = {https://doi.org/10.1016/S0925-2312(99)00082-X},
doi = {10.1016/S0925-2312(99)00082-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BethgePG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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