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ORCIDBibTeX records: Antonio Jose Rodríguez-Sánchez
@article{DBLP:journals/corr/abs-2511-08086,
author = {Muthukumar Pandaram and
Jakob J. Hollenstein and
David Drexel and
Samuele Tosatto and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning
World Models in Robotic Reinforcement Learning Benchmarks},
journal = {CoRR},
volume = {abs/2511.08086},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.08086},
doi = {10.48550/ARXIV.2511.08086},
eprinttype = {arXiv},
eprint = {2511.08086},
timestamp = {Fri, 02 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-08086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/AuddyHSRP23,
author = {Sayantan Auddy and
Jakob J. Hollenstein and
Matteo Saveriano and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Continual learning from demonstration of robotics skills},
journal = {Robotics Auton. Syst.},
volume = {165},
pages = {104427},
year = {2023},
url = {https://doi.org/10.1016/j.robot.2023.104427},
doi = {10.1016/J.ROBOT.2023.104427},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ras/AuddyHSRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03600,
author = {Sayantan Auddy and
Jakob J. Hollenstein and
Matteo Saveriano and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Scalable and Efficient Continual Learning from Demonstration via Hypernetwork-generated
Stable Dynamics Model},
journal = {CoRR},
volume = {abs/2311.03600},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03600},
doi = {10.48550/ARXIV.2311.03600},
eprinttype = {arXiv},
eprint = {2311.03600},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PeerSER22,
author = {David Peer and
Sebastian Stabinger and
Stefan Engl and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Greedy-layer pruning: Speeding up transformer models for natural language
processing},
journal = {Pattern Recognit. Lett.},
volume = {157},
pages = {76--82},
year = {2022},
url = {https://doi.org/10.1016/j.patrec.2022.03.023},
doi = {10.1016/J.PATREC.2022.03.023},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/PeerSER22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GugglbergerRP22,
author = {Josef Gugglberger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
David Peer},
title = {Momentum Capsule Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=Su290sknyQ},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GugglbergerRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PeerKSPR22,
author = {David Peer and
Bart Keulen and
Sebastian Stabinger and
Justus H. Piater and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Improving the Trainability of Deep Neural Networks through Layerwise
Batch-Entropy Regularization},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=LJohl5DnZf},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PeerKSPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/Rodriguez-Sanchez22,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Simon Haller{-}Seeber and
David Peer and
Chris Engelhardt and
Jakob Mittelberger and
Matteo Saveriano},
title = {Affordance detection with Dynamic-Tree Capsule Networks},
booktitle = {21st {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
2022, Ginowan, Japan, November 28-30, 2022},
pages = {873--879},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/Humanoids53995.2022.10000190},
doi = {10.1109/HUMANOIDS53995.2022.10000190},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/humanoids/Rodriguez-Sanchez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icprai/RojasRR22,
author = {Cristof Rojas and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Erwan Renaudo},
editor = {Mounim A. El{-}Yacoubi and
Eric Granger and
Pong Chi Yuen and
Umapada Pal and
Nicole Vincent},
title = {Deep Learning for Fast Segmentation of E-waste Devices' Inner Parts
in a Recycling Scenario},
booktitle = {Pattern Recognition and Artificial Intelligence - Third International
Conference, {ICPRAI} 2022, Paris, France, June 1-3, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13363},
pages = {161--172},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-09037-0\_14},
doi = {10.1007/978-3-031-09037-0\_14},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icprai/RojasRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipas2/EngelhardtMPSR22,
author = {Chris Engelhardt and
Jakob Mittelberger and
David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Improving 3D Point Cloud Reconstruction with Dynamic Tree-Structured
Capsules},
booktitle = {5th {IEEE} International Conference on Image Processing Applications
and Systems, {IPAS} 2022, Genova, Italy, December 5-7, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPAS55744.2022.10052906},
doi = {10.1109/IPAS55744.2022.10052906},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipas2/EngelhardtMPSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipas2/PortscherSR22,
author = {Andrea Portscher and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Evaluating Attention in Convolutional Neural Networks for Blended
Images},
booktitle = {5th {IEEE} International Conference on Image Processing Applications
and Systems, {IPAS} 2022, Genova, Italy, December 5-7, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPAS55744.2022.10052853},
doi = {10.1109/IPAS55744.2022.10052853},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipas2/PortscherSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11091,
author = {Josef Gugglberger and
David Peer and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Momentum Capsule Networks},
journal = {CoRR},
volume = {abs/2201.11091},
year = {2022},
url = {https://arxiv.org/abs/2201.11091},
eprinttype = {arXiv},
eprint = {2201.11091},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06843,
author = {Sayantan Auddy and
Jakob J. Hollenstein and
Matteo Saveriano and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Continual Learning from Demonstration of Robotic Skills},
journal = {CoRR},
volume = {abs/2202.06843},
year = {2022},
url = {https://arxiv.org/abs/2202.06843},
eprinttype = {arXiv},
eprint = {2202.06843},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01134,
author = {David Peer and
Bart Keulen and
Sebastian Stabinger and
Justus H. Piater and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Improving the Trainability of Deep Neural Networks through Layerwise
Batch-Entropy Regularization},
journal = {CoRR},
volume = {abs/2208.01134},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01134},
doi = {10.48550/ARXIV.2208.01134},
eprinttype = {arXiv},
eprint = {2208.01134},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05200,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Simon Haller{-}Seeber and
David Peer and
Chris Engelhardt and
Jakob Mittelberger and
Matteo Saveriano},
title = {Affordance detection with Dynamic-Tree Capsule Networks},
journal = {CoRR},
volume = {abs/2211.05200},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05200},
doi = {10.48550/ARXIV.2211.05200},
eprinttype = {arXiv},
eprint = {2211.05200},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/StabingerPR21,
author = {Sebastian Stabinger and
David Peer and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Arguments for the unsuitability of convolutional neural networks for
non-local tasks},
journal = {Neural Networks},
volume = {142},
pages = {171--179},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.05.001},
doi = {10.1016/J.NEUNET.2021.05.001},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/StabingerPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PeerSR21,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Limitation of capsule networks},
journal = {Pattern Recognit. Lett.},
volume = {144},
pages = {68--74},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2021.01.017},
doi = {10.1016/J.PATREC.2021.01.017},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/PeerSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpa/PeerSR21,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {conflicting{\_}bundle.py - {A} python module to identify problematic
layers in deep neural networks},
journal = {Softw. Impacts},
volume = {7},
pages = {100053},
year = {2021},
url = {https://doi.org/10.1016/j.simpa.2021.100053},
doi = {10.1016/J.SIMPA.2021.100053},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simpa/PeerSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GugglbergerPR21,
author = {Josef Gugglberger and
David Peer and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Training Deep Capsule Networks with Residual Connections},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12891},
pages = {541--552},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86362-3\_44},
doi = {10.1007/978-3-030-86362-3\_44},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GugglbergerPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/PeerSR21,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Conflicting Bundles: Adapting Architectures Towards the Improved Training
of Deep Neural Networks},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {256--265},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00030},
doi = {10.1109/WACV48630.2021.00030},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/PeerSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hfr/2020,
editor = {Matteo Saveriano and
Erwan Renaudo and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Human-Friendly Robotics 2020 - 13th International Workshop, {HFR}
2020, Innsbruck, Austria, October 2020},
series = {Springer Proceedings in Advanced Robotics},
volume = {18},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-71356-0},
doi = {10.1007/978-3-030-71356-0},
isbn = {978-3-030-71355-3},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hfr/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11944,
author = {Sebastian Stabinger and
David Peer and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Arguments for the Unsuitability of Convolutional Neural Networks for
Non-Local Tasks},
journal = {CoRR},
volume = {abs/2102.11944},
year = {2021},
url = {https://arxiv.org/abs/2102.11944},
eprinttype = {arXiv},
eprint = {2102.11944},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04331,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Auto-tuning of Deep Neural Networks by Conflicting Layer Removal},
journal = {CoRR},
volume = {abs/2103.04331},
year = {2021},
url = {https://arxiv.org/abs/2103.04331},
eprinttype = {arXiv},
eprint = {2103.04331},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07393,
author = {Josef Gugglberger and
David Peer and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Training Deep Capsule Networks with Residual Connections},
journal = {CoRR},
volume = {abs/2104.07393},
year = {2021},
url = {https://arxiv.org/abs/2104.07393},
eprinttype = {arXiv},
eprint = {2104.07393},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14839,
author = {David Peer and
Sebastian Stabinger and
Stefan Engl and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Greedy Layer Pruning: Decreasing Inference Time of Transformer Models},
journal = {CoRR},
volume = {abs/2105.14839},
year = {2021},
url = {https://arxiv.org/abs/2105.14839},
eprinttype = {arXiv},
eprint = {2105.14839},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/TureckovaTOR20,
author = {Alzbeta Tureckova and
Tom{\'{a}}s Turecek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Improving {CT} Image Tumor Segmentation Through Deep Supervision and
Attentional Gates},
journal = {Frontiers Robotics {AI}},
volume = {7},
pages = {106},
year = {2020},
url = {https://doi.org/10.3389/frobt.2020.00106},
doi = {10.3389/FROBT.2020.00106},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/firai/TureckovaTOR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MelottiHRSA20,
author = {Damiano Melotti and
Kevin Heimbach and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Nicola Strisciuglio and
George Azzopardi},
title = {A robust contour detection operator with combined push-pull inhibition
and surround suppression},
journal = {Inf. Sci.},
volume = {524},
pages = {229--240},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.03.026},
doi = {10.1016/J.INS.2020.03.026},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/MelottiHRSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/NesterukSKRS20,
author = {Sergey Nesteruk and
Dmitrii Shadrin and
Vladislav Kovalenko and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Andrey Somov},
title = {Plant Growth Prediction through Intelligent Embedded Sensing},
booktitle = {29th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2020, Delft, The Netherlands, June 17-19, 2020},
pages = {411--416},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISIE45063.2020.9152399},
doi = {10.1109/ISIE45063.2020.9152399},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isie/NesterukSKRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/KoshelevSLR20,
author = {Iaroslav Koshelev and
Andrey Somov and
Stamatios Lefkimmiatis and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Deconvolution of Image Sequences with a Learning FFT-based Approach},
booktitle = {29th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2020, Delft, The Netherlands, June 17-19, 2020},
pages = {1381--1386},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISIE45063.2020.9152463},
doi = {10.1109/ISIE45063.2020.9152463},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isie/KoshelevSLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10857,
author = {Sebastian Stabinger and
Justus H. Piater and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Evaluating the Progress of Deep Learning for Visual Relational Concepts},
journal = {CoRR},
volume = {abs/2001.10857},
year = {2020},
url = {https://arxiv.org/abs/2001.10857},
eprinttype = {arXiv},
eprint = {2001.10857},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02956,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Conflicting Bundles: Adapting Architectures Towards the Improved Training
of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2011.02956},
year = {2020},
url = {https://arxiv.org/abs/2011.02956},
eprinttype = {arXiv},
eprint = {2011.02956},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/LakaniRP19,
author = {Safoura Rezapour Lakani and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Towards affordance detection for robot manipulation using affordance
for parts and parts for affordance},
journal = {Auton. Robots},
volume = {43},
number = {5},
pages = {1155--1172},
year = {2019},
url = {https://doi.org/10.1007/s10514-018-9787-5},
doi = {10.1007/S10514-018-9787-5},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/arobots/LakaniRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/EhrenspergerSR19,
author = {Gregor Ehrensperger and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Evaluating CNNs on the Gestalt Principle of Closure},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Theoretical
Neural Computation - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11727},
pages = {296--301},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30487-4\_23},
doi = {10.1007/978-3-030-30487-4\_23},
timestamp = {Sat, 19 Oct 2019 20:11:53 +0200},
biburl = {https://dblp.org/rec/conf/icann/EhrenspergerSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Rodriguez-Sanchez19,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Tobias Dick},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Capsule Networks for Attention Under Occlusion},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {523--534},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_50},
doi = {10.1007/978-3-030-30493-5\_50},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Rodriguez-Sanchez19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00285,
author = {Gregor Ehrensperger and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Evaluating CNNs on the Gestalt Principle of Closure},
journal = {CoRR},
volume = {abs/1904.00285},
year = {2019},
url = {http://arxiv.org/abs/1904.00285},
eprinttype = {arXiv},
eprint = {1904.00285},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08744,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Limitations of routing-by-agreement based capsule networks},
journal = {CoRR},
volume = {abs/1905.08744},
year = {2019},
url = {http://arxiv.org/abs/1905.08744},
eprinttype = {arXiv},
eprint = {1905.08744},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/LakaniRP18,
author = {Safoura Rezapour Lakani and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Exercising Affordances of Objects: {A} Part-Based Approach},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {3},
number = {4},
pages = {3465--3472},
year = {2018},
url = {https://doi.org/10.1109/LRA.2018.2853639},
doi = {10.1109/LRA.2018.2853639},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/LakaniRP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TureckovaR18,
author = {Alzbeta Tureckova and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Farahani Keyvan and
Mauricio Reyes and
Theo van Walsum},
title = {{ISLES} Challenge: U-Shaped Convolution Neural Network with Dilated
Convolution for 3D Stroke Lesion Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11383},
pages = {319--327},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11723-8\_32},
doi = {10.1007/978-3-030-11723-8\_32},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/TureckovaR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09707,
author = {David Peer and
Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Training Deep Capsule Networks},
journal = {CoRR},
volume = {abs/1812.09707},
year = {2018},
url = {http://arxiv.org/abs/1812.09707},
eprinttype = {arXiv},
eprint = {1812.09707},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/StabingerR17,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Evaluation of Deep Learning on an Abstract Image Classification Dataset},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {2767--2772},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.325},
doi = {10.1109/ICCVW.2017.325},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/StabingerR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/Rodriguez-Sanchez17,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Daly Chea and
George Azzopardi and
Sebastian Stabinger},
title = {A deep learning approach for detecting and correcting highlights in
endoscopic images},
booktitle = {Seventh International Conference on Image Processing Theory, Tools
and Applications, {IPTA} 2017, Montreal, QC, Canada, November 28 -
December 1, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IPTA.2017.8310082},
doi = {10.1109/IPTA.2017.8310082},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipta/Rodriguez-Sanchez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/LakaniRP17,
author = {Safoura Rezapour Lakani and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Can Affordances Guide Object Decomposition into Semantically Meaningful
Parts?},
booktitle = {2017 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2017, Santa Rosa, CA, USA, March 24-31, 2017},
pages = {82--90},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/WACV.2017.17},
doi = {10.1109/WACV.2017.17},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/LakaniRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07770,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Evaluation of Deep Learning on an Abstract Image Classification Dataset},
journal = {CoRR},
volume = {abs/1708.07770},
year = {2017},
url = {http://arxiv.org/abs/1708.07770},
eprinttype = {arXiv},
eprint = {1708.07770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02154,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Guided Labeling using Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1712.02154},
year = {2017},
url = {http://arxiv.org/abs/1712.02154},
eprinttype = {arXiv},
eprint = {1712.02154},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/HoyouxRP16,
author = {Thomas Hoyoux and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Can computer vision problems benefit from structured hierarchical
classification?},
journal = {Mach. Vis. Appl.},
volume = {27},
number = {8},
pages = {1299--1312},
year = {2016},
url = {https://doi.org/10.1007/s00138-016-0763-9},
doi = {10.1007/S00138-016-0763-9},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mva/HoyouxRP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/FontanellaRPS15,
author = {Sabrina Fontanella and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater and
S{\'{a}}ndor Szedm{\'{a}}k},
editor = {Norbert Fuhr and
Paulo Quaresma and
Teresa Gon{\c{c}}alves and
Birger Larsen and
Krisztian Balog and
Craig Macdonald and
Linda Cappellato and
Nicola Ferro},
title = {Kronecker Decomposition for Image Classification},
booktitle = {Experimental {IR} Meets Multilinguality, Multimodality, and Interaction
- 7th International Conference of the {CLEF} Association, {CLEF} 2016,
{\'{E}}vora, Portugal, September 5-8, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9822},
pages = {137--149},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44564-9\_11},
doi = {10.1007/978-3-319-44564-9\_11},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/FontanellaRPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/StabingerRP16,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {25 Years of CNNs: Can We Compare to Human Abstraction Capabilities?},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9887},
pages = {380--387},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44781-0\_45},
doi = {10.1007/978-3-319-44781-0\_45},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/StabingerRP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Rodriguez-Sanchez16,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Sabine Oberleiter and
Hanchen Xiong and
Justus H. Piater},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Learning {V4} Curvature Cell Populations from Sparse Endstopped Cells},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9887},
pages = {463--471},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44781-0\_55},
doi = {10.1007/978-3-319-44781-0\_55},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Rodriguez-Sanchez16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/StabingerRP16,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Monocular obstacle avoidance for blind people using probabilistic
focus of expansion estimation},
booktitle = {2016 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2016, Lake Placid, NY, USA, March 7-10, 2016},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/WACV.2016.7477608},
doi = {10.1109/WACV.2016.7477608},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/StabingerRP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StabingerRP16,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {Learning Abstract Classes using Deep Learning},
journal = {CoRR},
volume = {abs/1606.05506},
year = {2016},
url = {http://arxiv.org/abs/1606.05506},
eprinttype = {arXiv},
eprint = {1606.05506},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/StabingerRP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StabingerRP16a,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {25 years of CNNs: Can we compare to human abstraction capabilities?},
journal = {CoRR},
volume = {abs/1607.08366},
year = {2016},
url = {http://arxiv.org/abs/1607.08366},
eprinttype = {arXiv},
eprint = {1607.08366},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StabingerRP16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/XiongRSP15,
author = {Hanchen Xiong and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
S{\'{a}}ndor Szedm{\'{a}}k and
Justus H. Piater},
title = {Diversity priors for learning early visual features},
journal = {Frontiers Comput. Neurosci.},
volume = {9},
pages = {104},
year = {2015},
url = {https://doi.org/10.3389/fncom.2015.00104},
doi = {10.3389/FNCOM.2015.00104},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ficn/XiongRSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/Rodriguez-Sanchez15,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Mazyar Fallah and
Ales Leonardis},
title = {Editorial: Hierarchical Object Representations in the Visual Cortex
and Computer Vision},
journal = {Frontiers Comput. Neurosci.},
volume = {9},
pages = {142},
year = {2015},
url = {https://doi.org/10.3389/fncom.2015.00142},
doi = {10.3389/FNCOM.2015.00142},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/Rodriguez-Sanchez15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Rodriguez-SanchezNP15,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Heiko Neumann and
Justus H. Piater},
title = {Beyond Simple and Complex Neurons: Towards Intermediate-level Representations
of Shapes and Objects},
journal = {K{\"{u}}nstliche Intell.},
volume = {29},
number = {1},
pages = {19--29},
year = {2015},
url = {https://doi.org/10.1007/s13218-014-0341-0},
doi = {10.1007/S13218-014-0341-0},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/Rodriguez-SanchezNP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionetics/StabingerRP15,
author = {Sebastian Stabinger and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
editor = {Junichi Suzuki and
Tadashi Nakano and
Henry Hess},
title = {Learning Abstract Classes using Deep Learning},
booktitle = {{BICT} 2015, Proceedings of the 9th {EAI} International Conference
on Bio-inspired Information and Communications Technologies (formerly
BIONETICS), New York City, United States, December 3-5, 2015},
pages = {524--528},
publisher = {{ICST/ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2954736},
timestamp = {Fri, 03 Feb 2017 18:36:35 +0100},
biburl = {https://dblp.org/rec/conf/bionetics/StabingerRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/HoyouxRPS15,
author = {Thomas Hoyoux and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater and
S{\'{a}}ndor Szedm{\'{a}}k},
editor = {George Azzopardi and
Nicolai Petkov},
title = {Can Computer Vision Problems Benefit from Structured Hierarchical
Classification?},
booktitle = {Computer Analysis of Images and Patterns - 16th International Conference,
{CAIP} 2015, Valletta, Malta, September 2-4, 2015, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9257},
pages = {403--414},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23117-4\_35},
doi = {10.1007/978-3-319-23117-4\_35},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caip/HoyouxRPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/Rodriguez-Sanchez15,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Sabrina Fontanella and
Justus H. Piater and
S{\'{a}}ndor Szedm{\'{a}}k},
editor = {Linda Cappellato and
Nicola Ferro and
Gareth J. F. Jones and
Eric SanJuan},
title = {{IIS} at ImageCLEF 2015: Multi-label Classification Task},
booktitle = {Working Notes of {CLEF} 2015 - Conference and Labs of the Evaluation
forum, Toulouse, France, September 8-11, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1391},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1391/67-CR.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/Rodriguez-Sanchez15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/LakaniPRP15,
author = {Safoura Rezapour Lakani and
Mirela Popa and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
title = {{CPS:} 3D Compositional Part Segmentation through Grasping},
booktitle = {12th Conference on Computer and Robot Vision, {CRV} 2015, Halifax,
NS, Canada, June 3-5, 2015},
pages = {117--124},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CRV.2015.24},
doi = {10.1109/CRV.2015.24},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/LakaniPRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/Rodriguez-Sanchez15,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
S{\'{a}}ndor Szedm{\'{a}}k and
Justus H. Piater},
title = {SCurV: {A} 3D descriptor for object classification},
booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2,
2015},
pages = {1320--1327},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IROS.2015.7353539},
doi = {10.1109/IROS.2015.7353539},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/Rodriguez-Sanchez15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/XiongSRP14,
author = {Hanchen Xiong and
S{\'{a}}ndor Szedm{\'{a}}k and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
editor = {Stefan Wermter and
Cornelius Weber and
Wlodzislaw Duch and
Timo Honkela and
Petia D. Koprinkova{-}Hristova and
Sven Magg and
G{\"{u}}nther Palm and
Alessandro E. P. Villa},
title = {Towards Sparsity and Selectivity: Bayesian Learning of Restricted
Boltzmann Machine for Early Visual Features},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
International Conference on Artificial Neural Networks, Hamburg, Germany,
September 15-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8681},
pages = {419--426},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11179-7\_53},
doi = {10.1007/978-3-319-11179-7\_53},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/XiongSRP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KrugerJKLLPRW13,
author = {Norbert Kr{\"{u}}ger and
Peter Janssen and
Sinan Kalkan and
Markus Lappe and
Ales Leonardis and
Justus H. Piater and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Laurenz Wiskott},
title = {Deep Hierarchies in the Primate Visual Cortex: What Can We Learn for
Computer Vision?},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {8},
pages = {1847--1871},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.272},
doi = {10.1109/TPAMI.2012.272},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KrugerJKLLPRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/braincomp/Rodriguez-SanchezP13,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Justus H. Piater},
editor = {Lucio Grandinetti and
Thomas Lippert and
Nicolai Petkov},
title = {Models of the Visual Cortex for Object Representation: Learning and
Wired Approaches},
booktitle = {Brain-Inspired Computing - International Workshop, BrainComp 2013,
Cetraro, Italy, July 8-11, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8603},
pages = {51--62},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-12084-3\_5},
doi = {10.1007/978-3-319-12084-3\_5},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/braincomp/Rodriguez-SanchezP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/13/Rodriguez-SanchezDT13,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Gregory Dudek and
John K. Tsotsos},
editor = {Sven J. Dickinson and
Zygmunt Pizlo},
title = {Detecting, Representing and Attending to Visual Shape},
booktitle = {Shape Perception in Human and Computer Vision},
series = {Advances in Computer Vision and Pattern Recognition},
pages = {429--442},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4471-5195-1\_29},
doi = {10.1007/978-1-4471-5195-1\_29},
timestamp = {Wed, 14 Aug 2019 14:54:06 +0200},
biburl = {https://dblp.org/rec/books/sp/13/Rodriguez-SanchezDT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1876,
author = {Justus H. Piater and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {Proceedings of the 37th Annual Workshop of the Austrian Association
for Pattern Recognition ({\"{O}}AGM/AAPR), 2013},
journal = {CoRR},
volume = {abs/1304.1876},
year = {2013},
url = {http://arxiv.org/abs/1304.1876},
eprinttype = {arXiv},
eprint = {1304.1876},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-5905,
author = {Justus H. Piater and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
title = {{\"{O}}AGM/AAPR 2013 - The 37th Annual Workshop of the Austrian
Association for Pattern Recognition},
journal = {CoRR},
volume = {abs/1305.5905},
year = {2013},
url = {http://arxiv.org/abs/1305.5905},
eprinttype = {arXiv},
eprint = {1305.5905},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-5905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Rodriguez-SanchezT11,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
John K. Tsotsos},
title = {The importance of intermediate representations for the modeling of
2D shape detection: Endstopping and curvature tuned computations},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {465--469},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995671},
doi = {10.1109/CVPR.2011.5995671},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Rodriguez-SanchezT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/RothensteinRST08,
author = {Albert L. Rothenstein and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Evgueni Simine and
John K. Tsotsos},
title = {Visual Feature Binding within the Selective Tuning Attention Framework},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {22},
number = {5},
pages = {861--881},
year = {2008},
url = {https://doi.org/10.1142/S0218001408006648},
doi = {10.1142/S0218001408006648},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/RothensteinRST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/Rodriguez-SanchezST07,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Evgueni Simine and
John K. Tsotsos},
title = {Attention and Visual Search},
journal = {Int. J. Neural Syst.},
volume = {17},
number = {4},
pages = {275--288},
year = {2007},
url = {https://doi.org/10.1142/S0129065707001135},
doi = {10.1142/S0129065707001135},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/Rodriguez-SanchezST07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bvai/TsotsosRRS07,
author = {John K. Tsotsos and
Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Albert L. Rothenstein and
Evgueni Simine},
editor = {Francesco Mele and
Giuliana Ramella and
Silvia Santillo and
Francesco Ventriglia},
title = {Different Binding Strategies for the Different Stages of Visual Recognition},
booktitle = {Advances in Brain, Vision, and Artificial Intelligence, Second International
Symposium, {BVAI} 2007, Naples, Italy, October 10-12, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4729},
pages = {150--160},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75555-5\_15},
doi = {10.1007/978-3-540-75555-5\_15},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bvai/TsotsosRRS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Rodriguez-SanchezST06,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Evgueni Simine and
John K. Tsotsos},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Feature Conjunctions in Visual Search},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {498--507},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_52},
doi = {10.1007/11840930\_52},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Rodriguez-SanchezST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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