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ORCIDBibTeX records: Stefan Harmeling
@article{DBLP:journals/corr/abs-2402-03138,
author = {Stefan Sylvius Wagner and
Stefan Harmeling},
title = {Just Cluster It: An Approach for Exploration in High-Dimensions using
Clustering and Pre-Trained Representations},
journal = {CoRR},
volume = {abs/2402.03138},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03138},
doi = {10.48550/ARXIV.2402.03138},
eprinttype = {arXiv},
eprint = {2402.03138},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsc/KertelHPK23,
author = {Maximilian Kertel and
Stefan Harmeling and
Markus Pauly and
Nadja Klein},
title = {Learning Causal Graphs in Manufacturing Domains Using Structural Equation
Models},
journal = {Int. J. Semantic Comput.},
volume = {17},
number = {4},
pages = {511--528},
year = {2023},
url = {https://doi.org/10.1142/S1793351X23630023},
doi = {10.1142/S1793351X23630023},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsc/KertelHPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/RobineUH23,
author = {Jan Robine and
Tobias Uelwer and
Stefan Harmeling},
title = {Smaller World Models for Reinforcement Learning},
journal = {Neural Process. Lett.},
volume = {55},
number = {8},
pages = {11397--11427},
year = {2023},
url = {https://doi.org/10.1007/s11063-023-11381-3},
doi = {10.1007/S11063-023-11381-3},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/RobineUH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RobineHUH23,
author = {Jan Robine and
Marc H{\"{o}}ftmann and
Tobias Uelwer and
Stefan Harmeling},
title = {Transformer-based World Models Are Happy With 100k Interactions},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=TdBaDGCpjly},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RobineHUH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/konvens/WeilandBH23,
author = {Hendryk Weiland and
Maike Behrendt and
Stefan Harmeling},
editor = {Munir Georges and
Aaricia Herygers and
Annemarie Friedrich and
Benjamin Roth},
title = {Automatic Dictionary Generation: Could Brothers Grimm Create a Dictionary
with BERT?},
booktitle = {Proceedings of the 19th Conference on Natural Language Processing
{(KONVENS} 2023), September 19-21, 2023, Ingolstadt, Germany},
pages = {102--120},
publisher = {Association for Computational Lingustics},
year = {2023},
url = {https://aclanthology.org/2023.konvens-main.11},
timestamp = {Tue, 19 Mar 2024 16:23:25 +0100},
biburl = {https://dblp.org/rec/conf/konvens/WeilandBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05635,
author = {Marc H{\"{o}}ftmann and
Jan Robine and
Stefan Harmeling},
title = {Time-Myopic Go-Explore: Learning {A} State Representation for the
Go-Explore Paradigm},
journal = {CoRR},
volume = {abs/2301.05635},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05635},
doi = {10.48550/ARXIV.2301.05635},
eprinttype = {arXiv},
eprint = {2301.05635},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07109,
author = {Jan Robine and
Marc H{\"{o}}ftmann and
Tobias Uelwer and
Stefan Harmeling},
title = {Transformer-based World Models Are Happy With 100k Interactions},
journal = {CoRR},
volume = {abs/2303.07109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07109},
doi = {10.48550/ARXIV.2303.07109},
eprinttype = {arXiv},
eprint = {2303.07109},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11455,
author = {Tobias Uelwer and
Jan Robine and
Stefan Sylvius Wagner and
Marc H{\"{o}}ftmann and
Eric Upschulte and
Sebastian Konietzny and
Maike Behrendt and
Stefan Harmeling},
title = {A Survey on Self-Supervised Representation Learning},
journal = {CoRR},
volume = {abs/2308.11455},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11455},
doi = {10.48550/ARXIV.2308.11455},
eprinttype = {arXiv},
eprint = {2308.11455},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15911,
author = {Stefan Sylvius Wagner and
Peter Arndt and
Jan Robine and
Stefan Harmeling},
title = {Cyclophobic Reinforcement Learning},
journal = {CoRR},
volume = {abs/2308.15911},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15911},
doi = {10.48550/ARXIV.2308.15911},
eprinttype = {arXiv},
eprint = {2308.15911},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06948,
author = {Thomas Germer and
Jan Robine and
Sebastian Konietzny and
Stefan Harmeling and
Tobias Uelwer},
title = {Limited-Angle Tomography Reconstruction via Deep End-To-End Learning
on Synthetic Data},
journal = {CoRR},
volume = {abs/2309.06948},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06948},
doi = {10.48550/ARXIV.2309.06948},
eprinttype = {arXiv},
eprint = {2309.06948},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05044,
author = {Marc H{\"{o}}ftmann and
Jan Robine and
Stefan Harmeling},
title = {Backward Learning for Goal-Conditioned Policies},
journal = {CoRR},
volume = {abs/2312.05044},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05044},
doi = {10.48550/ARXIV.2312.05044},
eprinttype = {arXiv},
eprint = {2312.05044},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/UpschulteHAD22,
author = {Eric Upschulte and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
title = {Contour proposal networks for biomedical instance segmentation},
journal = {Medical Image Anal.},
volume = {77},
pages = {102371},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102371},
doi = {10.1016/J.MEDIA.2022.102371},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/UpschulteHAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/UelwerKH22,
author = {Tobias Uelwer and
Sebastian Konietzny and
Stefan Harmeling},
title = {Optimizing Intermediate Representations of Generative Models for Phase
Retrieval},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=YAVE6jfeJb},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/UelwerKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai4i/KertelHP22,
author = {Maximilian Kertel and
Stefan Harmeling and
Markus Pauly},
title = {Learning Causal Graphs in Manufacturing Domains using Structural Equation
Models},
booktitle = {5th International Conference on Artificial Intelligence for Industries,
{AI4I} 2022, Laguna Hills, CA, USA, September 19-21, 2022},
pages = {14--19},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/AI4I54798.2022.00010},
doi = {10.1109/AI4I54798.2022.00010},
timestamp = {Wed, 24 May 2023 09:43:41 +0200},
biburl = {https://dblp.org/rec/conf/ai4i/KertelHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/UpschulteHAD22,
author = {Eric Upschulte and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
editor = {Jun Ma and
Ronald Xie and
Anubha Gupta and
Jos{\'{e}} Guilherme de Almeida and
Gary D. Bader and
Bo Wang},
title = {Uncertainty-Aware Contour Proposal Networks for Cell Segmentation
in Multi-Modality High-Resolution Microscopy Images},
booktitle = {Proceedings of The Cell Segmentation Challenge in Multi-modality High-Resolution
Microscopy Images, Competitions in Neural Information Processing Systems,
December 7, 2022, New Orleans, LA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {212},
pages = {1--12},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v212/upschulte23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/UpschulteHAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15053,
author = {Thomas Germer and
Tobias Uelwer and
Stefan Harmeling},
title = {Deblurring Photographs of Characters Using Deep Neural Networks},
journal = {CoRR},
volume = {abs/2205.15053},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15053},
doi = {10.48550/ARXIV.2205.15053},
eprinttype = {arXiv},
eprint = {2205.15053},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15617,
author = {Tobias Uelwer and
Sebastian Konietzny and
Stefan Harmeling},
title = {Optimizing Intermediate Representations of Generative Models for Phase
Retrieval},
journal = {CoRR},
volume = {abs/2205.15617},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15617},
doi = {10.48550/ARXIV.2205.15617},
eprinttype = {arXiv},
eprint = {2205.15617},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00252,
author = {Leonid Kostrykin and
Stefan Harmeling},
title = {Blindly Deconvolving Super-noisy Blurry Image Sequences},
journal = {CoRR},
volume = {abs/2210.00252},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00252},
doi = {10.48550/ARXIV.2210.00252},
eprinttype = {arXiv},
eprint = {2210.00252},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14573,
author = {Maximilian Kertel and
Stefan Harmeling and
Markus Pauly},
title = {Learning Causal Graphs in Manufacturing Domains using Structural Equation
Models},
journal = {CoRR},
volume = {abs/2210.14573},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14573},
doi = {10.48550/ARXIV.2210.14573},
eprinttype = {arXiv},
eprint = {2210.14573},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SchifferSKUWEHA21,
author = {Christian Schiffer and
Hannah Spitzer and
Kai Kiwitz and
Nina Unger and
Konrad Wagstyl and
Alan C. Evans and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
title = {Convolutional neural networks for cytoarchitectonic brain mapping
at large scale},
journal = {NeuroImage},
volume = {240},
pages = {118327},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2021.118327},
doi = {10.1016/J.NEUROIMAGE.2021.118327},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/SchifferSKUWEHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/UelwerHH21,
author = {Tobias Uelwer and
Tobias Hoffmann and
Stefan Harmeling},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Non-iterative Phase Retrieval with Cascaded Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12892},
pages = {295--306},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86340-1\_24},
doi = {10.1007/978-3-030-86340-1\_24},
timestamp = {Wed, 16 Mar 2022 23:55:32 +0100},
biburl = {https://dblp.org/rec/conf/icann/UelwerHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WagnerJUH21,
author = {Stefan Wagner and
Michael Janschek and
Tobias Uelwer and
Stefan Harmeling},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Learning to Plan via a Multi-step Policy Regression Method},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12894},
pages = {481--492},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86380-7\_39},
doi = {10.1007/978-3-030-86380-7\_39},
timestamp = {Tue, 14 Sep 2021 19:09:26 +0200},
biburl = {https://dblp.org/rec/conf/icann/WagnerJUH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SchifferAHD21,
author = {Christian Schiffer and
Katrin Amunts and
Stefan Harmeling and
Timo Dickscheid},
title = {Contrastive Representation Learning For Whole Brain Cytoarchitectonic
Mapping In Histological Human Brain Sections},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {603--606},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433986},
doi = {10.1109/ISBI48211.2021.9433986},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SchifferAHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SchifferHAD21,
author = {Christian Schiffer and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {2D Histology Meets 3D Topology: Cytoarchitectonic Brain Mapping with
Graph Neural Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {12908},
pages = {395--404},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87237-3\_38},
doi = {10.1007/978-3-030-87237-3\_38},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SchifferHAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/BrenneisBH21,
author = {Markus Brenneis and
Maike Behrendt and
Stefan Harmeling},
editor = {Haizhou Li and
Gina{-}Anne Levow and
Zhou Yu and
Chitralekha Gupta and
Berrak Sisman and
Siqi Cai and
David Vandyke and
Nina Dethlefs and
Yan Wu and
Junyi Jessy Li},
title = {How Will {I} Argue? {A} Dataset for Evaluating Recommender Systems
for Argumentations},
booktitle = {Proceedings of the 22nd Annual Meeting of the Special Interest Group
on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July
29-31, 2021},
pages = {360--367},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sigdial-1.38},
doi = {10.18653/V1/2021.SIGDIAL-1.38},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/BrenneisBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-05259,
author = {Christian Schiffer and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
title = {2D histology meets 3D topology: Cytoarchitectonic brain mapping with
Graph Neural Networks},
journal = {CoRR},
volume = {abs/2103.05259},
year = {2021},
url = {https://arxiv.org/abs/2103.05259},
eprinttype = {arXiv},
eprint = {2103.05259},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-05259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03393,
author = {Eric Upschulte and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
title = {Contour Proposal Networks for Biomedical Instance Segmentation},
journal = {CoRR},
volume = {abs/2104.03393},
year = {2021},
url = {https://arxiv.org/abs/2104.03393},
eprinttype = {arXiv},
eprint = {2104.03393},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10075,
author = {Stefan Wagner and
Michael Janschek and
Tobias Uelwer and
Stefan Harmeling},
title = {Learning to Plan via a Multi-Step Policy Regression Method},
journal = {CoRR},
volume = {abs/2106.10075},
year = {2021},
url = {https://arxiv.org/abs/2106.10075},
eprinttype = {arXiv},
eprint = {2106.10075},
timestamp = {Tue, 06 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10195,
author = {Tobias Uelwer and
Tobias Hoffmann and
Stefan Harmeling},
title = {Non-Iterative Phase Retrieval With Cascaded Neural Networks},
journal = {CoRR},
volume = {abs/2106.10195},
year = {2021},
url = {https://arxiv.org/abs/2106.10195},
eprinttype = {arXiv},
eprint = {2106.10195},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13688,
author = {Tobias Uelwer and
Nick Rucks and
Stefan Harmeling},
title = {A Closer Look at Reference Learning for Fourier Phase Retrieval},
journal = {CoRR},
volume = {abs/2110.13688},
year = {2021},
url = {https://arxiv.org/abs/2110.13688},
eprinttype = {arXiv},
eprint = {2110.13688},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/GermerUCH20,
author = {Thomas Germer and
Tobias Uelwer and
Stefan Conrad and
Stefan Harmeling},
title = {PyMatting: {A} Python Library for Alpha Matting},
journal = {J. Open Source Softw.},
volume = {5},
number = {54},
pages = {2481},
year = {2020},
url = {https://doi.org/10.21105/joss.02481},
doi = {10.21105/JOSS.02481},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/GermerUCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DangelHH20,
author = {Felix Dangel and
Stefan Harmeling and
Philipp Hennig},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Modular Block-diagonal Curvature Approximations for Feedforward Architectures},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {799--808},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/dangel20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DangelHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comma/BrenneisBHM20,
author = {Markus Brenneis and
Maike Behrendt and
Stefan Harmeling and
Martin Mauve},
editor = {Sarah Alice Gaggl and
Matthias Thimm and
Mauro Vallati},
title = {How Much Do {I} Argue Like You? Towards a Metric on Weighted Argumentation
Graphs},
booktitle = {Proceedings of the Third International Workshop on Systems and Algorithms
for Formal Argumentation co-located with the 8th International Conference
on Computational Models of Argument {(COMMA} 2020), September 8, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2672},
pages = {2--13},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2672/paper\_1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/comma/BrenneisBHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/UelwerOH20,
author = {Tobias Uelwer and
Alexander Oberstra{\ss} and
Stefan Harmeling},
title = {Phase Retrieval Using Conditional Generative Adversarial Networks},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {731--738},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412523},
doi = {10.1109/ICPR48806.2021.9412523},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/UelwerOH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GermerU0H20,
author = {Thomas Germer and
Tobias Uelwer and
Stefan Conrad and
Stefan Harmeling},
title = {Fast Multi-Level Foreground Estimation},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {1104--1111},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412408},
doi = {10.1109/ICPR48806.2021.9412408},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/GermerU0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12382,
author = {Thomas Germer and
Tobias Uelwer and
Stefan Conrad and
Stefan Harmeling},
title = {PyMatting: {A} Python Library for Alpha Matting},
journal = {CoRR},
volume = {abs/2003.12382},
year = {2020},
url = {https://arxiv.org/abs/2003.12382},
eprinttype = {arXiv},
eprint = {2003.12382},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14970,
author = {Thomas Germer and
Tobias Uelwer and
Stefan Conrad and
Stefan Harmeling},
title = {Fast Multi-Level Foreground Estimation},
journal = {CoRR},
volume = {abs/2006.14970},
year = {2020},
url = {https://arxiv.org/abs/2006.14970},
eprinttype = {arXiv},
eprint = {2006.14970},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05767,
author = {Jan Robine and
Tobias Uelwer and
Stefan Harmeling},
title = {Discrete Latent Space World Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2010.05767},
year = {2020},
url = {https://arxiv.org/abs/2010.05767},
eprinttype = {arXiv},
eprint = {2010.05767},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12857,
author = {Christian Schiffer and
Hannah Spitzer and
Kai Kiwitz and
Nina Unger and
Konrad Wagstyl and
Alan C. Evans and
Stefan Harmeling and
Katrin Amunts and
Timo Dickscheid},
title = {Convolutional Neural Networks for cytoarchitectonic brain mapping
at large scale},
journal = {CoRR},
volume = {abs/2011.12857},
year = {2020},
url = {https://arxiv.org/abs/2011.12857},
eprinttype = {arXiv},
eprint = {2011.12857},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12865,
author = {Christian Schiffer and
Katrin Amunts and
Stefan Harmeling and
Timo Dickscheid},
title = {Contrastive Representation Learning for Whole Brain Cytoarchitectonic
Mapping in Histological Human Brain Sections},
journal = {CoRR},
volume = {abs/2011.12865},
year = {2020},
url = {https://arxiv.org/abs/2011.12865},
eprinttype = {arXiv},
eprint = {2011.12865},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03612,
author = {Felix Michels and
Tobias Uelwer and
Eric Upschulte and
Stefan Harmeling},
title = {On the Vulnerability of Capsule Networks to Adversarial Attacks},
journal = {CoRR},
volume = {abs/1906.03612},
year = {2019},
url = {http://arxiv.org/abs/1906.03612},
eprinttype = {arXiv},
eprint = {1906.03612},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04981,
author = {Tobias Uelwer and
Alexander Oberstra{\ss} and
Stefan Harmeling},
title = {Phase Retrieval using Conditional Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1912.04981},
year = {2019},
url = {http://arxiv.org/abs/1912.04981},
eprinttype = {arXiv},
eprint = {1912.04981},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SpitzerKAHD18,
author = {Hannah Spitzer and
Kai Kiwitz and
Katrin Amunts and
Stefan Harmeling and
Timo Dickscheid},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Improving Cytoarchitectonic Segmentation of Human Brain Areas with
Self-supervised Siamese Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {663--671},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_76},
doi = {10.1007/978-3-030-00931-1\_76},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SpitzerKAHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05104,
author = {Hannah Spitzer and
Kai Kiwitz and
Katrin Amunts and
Stefan Harmeling and
Timo Dickscheid},
title = {Improving Cytoarchitectonic Segmentation of Human Brain Areas with
Self-supervised Siamese Networks},
journal = {CoRR},
volume = {abs/1806.05104},
year = {2018},
url = {http://arxiv.org/abs/1806.05104},
eprinttype = {arXiv},
eprint = {1806.05104},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SpitzerAHD17,
author = {Hannah Spitzer and
Katrin Amunts and
Stefan Harmeling and
Timo Dickscheid},
title = {Parcellation of visual cortex on high-resolution histological brain
sections using convolutional neural networks},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {920--923},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950666},
doi = {10.1109/ISBI.2017.7950666},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SpitzerAHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SpitzerAHD17,
author = {Hannah Spitzer and
Katrin Amunts and
Stefan Harmeling and
Timo Dickscheid},
title = {Parcellation of Visual Cortex on high-resolution histological Brain
Sections using Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1705.10545},
year = {2017},
url = {http://arxiv.org/abs/1705.10545},
eprinttype = {arXiv},
eprint = {1705.10545},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SpitzerAHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SchulerHHS16,
author = {Christian J. Schuler and
Michael Hirsch and
Stefan Harmeling and
Bernhard Sch{\"{o}}lkopf},
title = {Learning to Deblur},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {7},
pages = {1439--1451},
year = {2016},
url = {https://doi.org/10.1109/TPAMI.2015.2481418},
doi = {10.1109/TPAMI.2015.2481418},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/SchulerHHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ScholkopfMFHP15,
author = {Bernhard Sch{\"{o}}lkopf and
Krikamol Muandet and
Kenji Fukumizu and
Stefan Harmeling and
Jonas Peters},
title = {Computing functions of random variables via reproducing kernel Hilbert
space representations},
journal = {Stat. Comput.},
volume = {25},
number = {4},
pages = {755--766},
year = {2015},
url = {https://doi.org/10.1007/s11222-015-9558-5},
doi = {10.1007/S11222-015-9558-5},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/ScholkopfMFHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LampertNH14,
author = {Christoph H. Lampert and
Hannes Nickisch and
Stefan Harmeling},
title = {Attribute-Based Classification for Zero-Shot Visual Object Categorization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {3},
pages = {453--465},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.140},
doi = {10.1109/TPAMI.2013.140},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LampertNH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/KohlerSSH14,
author = {Rolf K{\"{o}}hler and
Christian J. Schuler and
Bernhard Sch{\"{o}}lkopf and
Stefan Harmeling},
editor = {Xiaoyi Jiang and
Joachim Hornegger and
Reinhard Koch},
title = {Mask-Specific Inpainting with Deep Neural Networks},
booktitle = {Pattern Recognition - 36th German Conference, {GCPR} 2014, M{\"{u}}nster,
Germany, September 2-5, 2014, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8753},
pages = {523--534},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11752-2\_43},
doi = {10.1007/978-3-319-11752-2\_43},
timestamp = {Thu, 14 Oct 2021 10:08:35 +0200},
biburl = {https://dblp.org/rec/conf/dagm/KohlerSSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulerHHS14,
author = {Christian J. Schuler and
Michael Hirsch and
Stefan Harmeling and
Bernhard Sch{\"{o}}lkopf},
title = {Learning to Deblur},
journal = {CoRR},
volume = {abs/1406.7444},
year = {2014},
url = {http://arxiv.org/abs/1406.7444},
eprinttype = {arXiv},
eprint = {1406.7444},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchulerHHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/ZscheischlerMHR13,
author = {Jakob Zscheischler and
Miguel D. Mahecha and
Stefan Harmeling and
Markus Reichstein},
title = {Detection and attribution of large spatiotemporal extreme events in
Earth observation data},
journal = {Ecol. Informatics},
volume = {15},
pages = {66--73},
year = {2013},
url = {https://doi.org/10.1016/j.ecoinf.2013.03.004},
doi = {10.1016/J.ECOINF.2013.03.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/ZscheischlerMHR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SchulerBHS13,
author = {Christian J. Schuler and
Harold Christopher Burger and
Stefan Harmeling and
Bernhard Sch{\"{o}}lkopf},
title = {A Machine Learning Approach for Non-blind Image Deconvolution},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {1067--1074},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.142},
doi = {10.1109/CVPR.2013.142},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SchulerBHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HarmelingHS13,
author = {Stefan Harmeling and
Michael Hirsch and
Bernhard Sch{\"{o}}lkopf},
title = {On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with
an Application to Super-Resolution Beyond the Diffraction Limit},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {1083--1090},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.144},
doi = {10.1109/CVPR.2013.144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HarmelingHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/BurgerSH13,
author = {Harold Christopher Burger and
Christian J. Schuler and
Stefan Harmeling},
editor = {Joachim Weickert and
Matthias Hein and
Bernt Schiele},
title = {Learning How to Combine Internal and External Denoising Methods},
booktitle = {Pattern Recognition - 35th German Conference, {GCPR} 2013, Saarbr{\"{u}}cken,
Germany, September 3-6, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8142},
pages = {121--130},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40602-7\_13},
doi = {10.1007/978-3-642-40602-7\_13},
timestamp = {Sat, 30 Sep 2023 09:38:32 +0200},
biburl = {https://dblp.org/rec/conf/dagm/BurgerSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/KohlerHSH13,
author = {Rolf K{\"{o}}hler and
Michael Hirsch and
Bernhard Sch{\"{o}}lkopf and
Stefan Harmeling},
title = {Improving alpha matting and motion blurred foreground estimation},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {3446--3450},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738711},
doi = {10.1109/ICIP.2013.6738711},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/KohlerHSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/Grosse-WentrupHZHS13,
author = {Moritz Grosse{-}Wentrup and
Stefan Harmeling and
Thorsten O. Zander and
N. Jeremy Hill and
Bernhard Sch{\"{o}}lkopf},
title = {How to Test the Quality of Reconstructed Sources in Independent Component
Analysis {(ICA)} of {EEG/MEG} Data},
booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
2013, Philadelphia, PA, USA, June 22-24, 2013},
pages = {102--105},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/PRNI.2013.35},
doi = {10.1109/PRNI.2013.35},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prni/Grosse-WentrupHZHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BurgerSH12,
author = {Harold Christopher Burger and
Christian J. Schuler and
Stefan Harmeling},
title = {Image denoising: Can plain neural networks compete with BM3D?},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {2392--2399},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247952},
doi = {10.1109/CVPR.2012.6247952},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BurgerSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KohlerHMSH12,
author = {Rolf K{\"{o}}hler and
Michael Hirsch and
Betty J. Mohler and
Bernhard Sch{\"{o}}lkopf and
Stefan Harmeling},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution
with a Real-World Database},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {7578},
pages = {27--40},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33786-4\_3},
doi = {10.1007/978-3-642-33786-4\_3},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KohlerHMSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SchulerHHS12,
author = {Christian J. Schuler and
Michael Hirsch and
Stefan Harmeling and
Bernhard Sch{\"{o}}lkopf},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Blind Correction of Optical Aberrations},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7574},
pages = {187--200},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33712-3\_14},
doi = {10.1007/978-3-642-33712-3\_14},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SchulerHHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/ZscheischlerMH12,
author = {Jakob Zscheischler and
Miguel D. Mahecha and
Stefan Harmeling},
editor = {Hesham H. Ali and
Yong Shi and
Deepak Khazanchi and
Michael Lees and
G. Dick van Albada and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Climate Classifications: the Value of Unsupervised Clustering},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2012, Omaha, Nebraska, USA, 4-6 June, 2012},
series = {Procedia Computer Science},
volume = {9},
pages = {897--906},
publisher = {Elsevier},
year = {2012},
url = {https://doi.org/10.1016/j.procs.2012.04.096},
doi = {10.1016/J.PROCS.2012.04.096},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/journals/procedia/ZscheischlerMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-1544,
author = {Harold Christopher Burger and
Christian J. Schuler and
Stefan Harmeling},
title = {Image denoising with multi-layer perceptrons, part 1: comparison with
existing algorithms and with bounds},
journal = {CoRR},
volume = {abs/1211.1544},
year = {2012},
url = {http://arxiv.org/abs/1211.1544},
eprinttype = {arXiv},
eprint = {1211.1544},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-1544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-1552,
author = {Harold Christopher Burger and
Christian J. Schuler and
Stefan Harmeling},
title = {Image denoising with multi-layer perceptrons, part 2: training trade-offs
and analysis of their mechanisms},
journal = {CoRR},
volume = {abs/1211.1552},
year = {2012},
url = {http://arxiv.org/abs/1211.1552},
eprinttype = {arXiv},
eprint = {1211.1552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-1552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HarmelingW11,
author = {Stefan Harmeling and
Christopher K. I. Williams},
title = {Greedy Learning of Binary Latent Trees},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {33},
number = {6},
pages = {1087--1097},
year = {2011},
url = {https://doi.org/10.1109/TPAMI.2010.145},
doi = {10.1109/TPAMI.2010.145},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HarmelingW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/BurgerH11,
author = {Harold Christopher Burger and
Stefan Harmeling},
editor = {Rudolf Mester and
Michael Felsberg},
title = {Improving Denoising Algorithms via a Multi-scale Meta-procedure},
booktitle = {Pattern Recognition - 33rd {DAGM} Symposium, Frankfurt/Main, Germany,
August 31 - September 2, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6835},
pages = {206--215},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23123-0\_21},
doi = {10.1007/978-3-642-23123-0\_21},
timestamp = {Sun, 25 Oct 2020 22:50:57 +0100},
biburl = {https://dblp.org/rec/conf/dagm/BurgerH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccp/BurgerSH11,
author = {Harold Christopher Burger and
Bernhard Sch{\"{o}}lkopf and
Stefan Harmeling},
title = {Removing noise from astronomical images using a pixel-specific noise
model},
booktitle = {2011 {IEEE} International Conference on Computational Photography,
{ICCP} 2011, Pittsburgh, PA, USA, April 8-10, 2011},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCPHOT.2011.5753128},
doi = {10.1109/ICCPHOT.2011.5753128},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccp/BurgerSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HirschSHS11,
author = {Michael Hirsch and
Christian J. Schuler and
Stefan Harmeling and
Bernhard Sch{\"{o}}lkopf},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Fast removal of non-uniform camera shake},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {463--470},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126276},
doi = {10.1109/ICCV.2011.6126276},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/HirschSHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/SchulerHHS11,
author = {Christian J. Schuler and
Michael Hirsch and
Stefan Harmeling and
Bernhard Sch{\"{o}}lkopf},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Non-stationary correction of optical aberrations},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {659--666},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126301},
doi = {10.1109/ICCV.2011.6126301},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SchulerHHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LoktyushinH11,
author = {Alexander Loktyushin and
Stefan Harmeling},
editor = {Beno{\^{\i}}t Macq and
Peter Schelkens},
title = {Automatic foreground-background refocusing},
booktitle = {18th {IEEE} International Conference on Image Processing, {ICIP} 2011,
Brussels, Belgium, September 11-14, 2011},
pages = {3445--3448},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICIP.2011.6116453},
doi = {10.1109/ICIP.2011.6116453},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/LoktyushinH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BaehrensSHKHM10,
author = {David Baehrens and
Timon Schroeter and
Stefan Harmeling and
Motoaki Kawanabe and
Katja Hansen and
Klaus{-}Robert M{\"{u}}ller},
title = {How to Explain Individual Classification Decisions},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1803--1831},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859912},
doi = {10.5555/1756006.1859912},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BaehrensSHKHM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HirschSSH10,
author = {Michael Hirsch and
Suvrit Sra and
Bernhard Sch{\"{o}}lkopf and
Stefan Harmeling},
title = {Efficient filter flow for space-variant multiframe blind deconvolution},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {607--614},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5540158},
doi = {10.1109/CVPR.2010.5540158},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HirschSSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HarmelingSHS10,
author = {Stefan Harmeling and
Suvrit Sra and
Michael Hirsch and
Bernhard Sch{\"{o}}lkopf},
title = {Multiframe blind deconvolution, super-resolution, and saturation correction
via incremental {EM}},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {3313--3316},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5651650},
doi = {10.1109/ICIP.2010.5651650},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/HarmelingSHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarmelingHS10,
author = {Stefan Harmeling and
Michael Hirsch and
Bernhard Sch{\"{o}}lkopf},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Space-Variant Single-Image Blind Deconvolution for Removing Camera
Shake},
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 = {829--837},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/7f5d04d189dfb634e6a85bb9d9adf21e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HarmelingHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nle/Harmeling09,
author = {Stefan Harmeling},
title = {Inferring textual entailment with a probabilistically sound calculus},
journal = {Nat. Lang. Eng.},
volume = {15},
number = {4},
pages = {459--477},
year = {2009},
url = {https://doi.org/10.1017/S1351324909990118},
doi = {10.1017/S1351324909990118},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nle/Harmeling09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LampertNH09,
author = {Christoph H. Lampert and
Hannes Nickisch and
Stefan Harmeling},
title = {Learning to detect unseen object classes by between-class attribute
transfer},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {951--958},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206594},
doi = {10.1109/CVPR.2009.5206594},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LampertNH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-1128,
author = {David Baehrens and
Timon Schroeter and
Stefan Harmeling and
Motoaki Kawanabe and
Katja Hansen and
Klaus{-}Robert M{\"{u}}ller},
title = {How to Explain Individual Classification Decisions},
journal = {CoRR},
volume = {abs/0912.1128},
year = {2009},
url = {http://arxiv.org/abs/0912.1128},
eprinttype = {arXiv},
eprint = {0912.1128},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-1128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Harmeling07,
author = {Stefan Harmeling},
editor = {Satoshi Sekine and
Kentaro Inui and
Ido Dagan and
Bill Dolan and
Danilo Giampiccolo and
Bernardo Magnini},
title = {An Extensible Probabilistic Transformation-based Approach to the Third
Recognizing Textual Entailment Challenge},
booktitle = {Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment
and Paraphrasing, Prague, Czech Republic, June 28-29, 2007},
pages = {137--142},
publisher = {Association for Computational Linguistics},
year = {2007},
url = {https://aclanthology.org/W07-1423/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Harmeling07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HarmelingDTMM06,
author = {Stefan Harmeling and
Guido Dornhege and
David M. J. Tax and
Frank C. Meinecke and
Klaus{-}Robert M{\"{u}}ller},
title = {From outliers to prototypes: Ordering data},
journal = {Neurocomputing},
volume = {69},
number = {13-15},
pages = {1608--1618},
year = {2006},
url = {https://doi.org/10.1016/j.neucom.2005.05.015},
doi = {10.1016/J.NEUCOM.2005.05.015},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HarmelingDTMM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Harmeling05,
author = {Stefan Harmeling},
title = {Independent component analysis and beyond},
school = {University of Potsdam, Germany},
year = {2005},
url = {https://publishup.uni-potsdam.de/frontdoor/index/index/docId/165},
urn = {urn:nbn:de:kobv:517-0001540},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Harmeling05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/MeineckeHM05,
author = {Frank C. Meinecke and
Stefan Harmeling and
Klaus{-}Robert M{\"{u}}ller},
title = {Inlier-based {ICA} with an application to superimposed images},
journal = {Int. J. Imaging Syst. Technol.},
volume = {15},
number = {1},
pages = {48--55},
year = {2005},
url = {https://doi.org/10.1002/ima.20037},
doi = {10.1002/IMA.20037},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/MeineckeHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/OjaHA04,
author = {Erkki Oja and
Stefan Harmeling and
Lu{\'{\i}}s B. Almeida},
title = {Independent component analysis and beyond},
journal = {Signal Process.},
volume = {84},
number = {2},
pages = {215--216},
year = {2004},
url = {https://doi.org/10.1016/j.sigpro.2003.11.005},
doi = {10.1016/J.SIGPRO.2003.11.005},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/OjaHA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HarmelingMM04,
author = {Stefan Harmeling and
Frank C. Meinecke and
Klaus{-}Robert M{\"{u}}ller},
title = {Injecting noise for analysing the stability of {ICA} components},
journal = {Signal Process.},
volume = {84},
number = {2},
pages = {255--266},
year = {2004},
url = {https://doi.org/10.1016/j.sigpro.2003.10.009},
doi = {10.1016/J.SIGPRO.2003.10.009},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/HarmelingMM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/MeineckeHM04,
author = {Frank C. Meinecke and
Stefan Harmeling and
Klaus{-}Robert M{\"{u}}ller},
editor = {Carlos Garc{\'{\i}}a Puntonet and
Alberto Prieto},
title = {Robust {ICA} for Super-Gaussian Sources},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth
International Conference, {ICA} 2004, Granada, Spain, September 22-24,
2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3195},
pages = {217--224},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30110-3\_28},
doi = {10.1007/978-3-540-30110-3\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ica/MeineckeHM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/HonkelaHLV04,
author = {Antti Honkela and
Stefan Harmeling and
Leo Lundqvist and
Harri Valpola},
editor = {Carlos Garc{\'{\i}}a Puntonet and
Alberto Prieto},
title = {Using Kernel {PCA} for Initialisation of Variational Bayesian Nonlinear
Blind Source Separation Method},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth
International Conference, {ICA} 2004, Granada, Spain, September 22-24,
2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3195},
pages = {790--797},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30110-3\_100},
doi = {10.1007/978-3-540-30110-3\_100},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica/HonkelaHLV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZieheKHM03,
author = {Andreas Ziehe and
Motoaki Kawanabe and
Stefan Harmeling and
Klaus{-}Robert M{\"{u}}ller},
title = {Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations
and Temporal Decorrelation},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {1319--1338},
year = {2003},
url = {http://jmlr.org/papers/v4/ziehe03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZieheKHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HarmelingZKM03,
author = {Stefan Harmeling and
Andreas Ziehe and
Motoaki Kawanabe and
Klaus{-}Robert M{\"{u}}ller},
title = {Kernel-Based Nonlinear Blind Source Separation},
journal = {Neural Comput.},
volume = {15},
number = {5},
pages = {1089--1124},
year = {2003},
url = {https://doi.org/10.1162/089976603765202677},
doi = {10.1162/089976603765202677},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HarmelingZKM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarmelingZKM01,
author = {Stefan Harmeling and
Andreas Ziehe and
Motoaki Kawanabe and
Klaus{-}Robert M{\"{u}}ller},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Kernel Feature Spaces and Nonlinear Blind Souce Separation},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {761--768},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/cf2226ddd41b1a2d0ae51dab54d32c36-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HarmelingZKM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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