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@article{DBLP:journals/mia/AoECLALADCFGPKF25,
author = {Yunke Ao and
Hooman Esfandiari and
Fabio Carrillo and
Christoph J. Laux and
Yarden As and
Ruixuan Li and
Kaat Van Assche and
Ayoob Davoodi and
Nicola Alessandro Cavalcanti and
Mazda Farshad and
Benjamin F. Grewe and
Emmanuel B. Vander Poorten and
Andreas Krause and
Philipp F{\"{u}}rnstahl},
title = {SafeRPlan: Safe deep reinforcement learning for intraoperative planning
of pedicle screw placement},
journal = {Medical Image Anal.},
volume = {99},
pages = {103345},
year = {2025},
url = {https://doi.org/10.1016/j.media.2024.103345},
doi = {10.1016/J.MEDIA.2024.103345},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/AoECLALADCFGPKF25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YanALRSGS24,
author = {Peng Yan and
Ahmed Abdulkadir and
Paul{-}Philipp Luley and
Matthias Rosenthal and
Gerrit A. Schatte and
Benjamin F. Grewe and
Thilo Stadelmann},
title = {A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection
in Industrial Time Series: Methods, Applications, and Directions},
journal = {{IEEE} Access},
volume = {12},
pages = {3768--3789},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3349132},
doi = {10.1109/ACCESS.2023.3349132},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/YanALRSGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FrickAGGMZR24,
author = {Thomas Frick and
Diego Antognini and
Ioana Giurgiu and
Benjamin F. Grewe and
Cristiano Malossi and
Rong J. B. Zhu and
Mattia Rigotti},
title = {{MC} Layer Normalization for calibrated uncertainty in Deep Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bG3ICt3E0C},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FrickAGGMZR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sds2/TuggenerSTGS24,
author = {Lukas Tuggener and
Pascal Sager and
Yassine Taoudi{-}Benchekroun and
Benjamin F. Grewe and
Thilo Stadelmann},
title = {So you want your private {LLM} at home? {A} survey and benchmark of
methods for efficient GPTs},
booktitle = {11th {IEEE} Swiss Conference on Data Science, {SDS} 2024, Zurich,
Switzerland, May 30-31, 2024},
pages = {205--212},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SDS60720.2024.00036},
doi = {10.1109/SDS60720.2024.00036},
timestamp = {Thu, 17 Oct 2024 16:13:27 +0200},
biburl = {https://dblp.org/rec/conf/sds2/TuggenerSTGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sds2/YanAASGS24,
author = {Peng Yan and
Ahmed Abdulkadir and
Giulia Aguzzi and
Gerrit A. Schatte and
Benjamin F. Grewe and
Thilo Stadelmann},
title = {Automated process monitoring in injection molding via representation
learning and setpoint regression},
booktitle = {11th {IEEE} Swiss Conference on Data Science, {SDS} 2024, Zurich,
Switzerland, May 30-31, 2024},
pages = {138--145},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SDS60720.2024.00027},
doi = {10.1109/SDS60720.2024.00027},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sds2/YanAASGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-05650,
author = {Pascal Sager and
Jan Milan Deriu and
Benjamin F. Grewe and
Thilo Stadelmann and
Christoph von der Malsburg},
title = {The Dynamic Net Architecture: Learning Robust and Holistic Visual
Representations Through Self-Organizing Networks},
journal = {CoRR},
volume = {abs/2407.05650},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.05650},
doi = {10.48550/ARXIV.2407.05650},
eprinttype = {arXiv},
eprint = {2407.05650},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-05650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16611,
author = {Giulia Lanzillotta and
Sidak Pal Singh and
Benjamin F. Grewe and
Thomas Hofmann},
title = {Local vs Global continual learning},
journal = {CoRR},
volume = {abs/2407.16611},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16611},
doi = {10.48550/ARXIV.2407.16611},
eprinttype = {arXiv},
eprint = {2407.16611},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/LassigASG23,
author = {Francesco L{\"{a}}ssig and
Pau Vilimelis Aceituno and
Martino Sorbaro and
Benjamin F. Grewe},
title = {Bio-inspired, task-free continual learning through activity regularization},
journal = {Biol. Cybern.},
volume = {117},
number = {4},
pages = {345--361},
year = {2023},
url = {https://doi.org/10.1007/s00422-023-00973-w},
doi = {10.1007/S00422-023-00973-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/LassigASG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/AceitunoFLG23,
author = {Pau Vilimelis Aceituno and
Matilde Tristany Farinha and
Reinhard Loidl and
Benjamin F. Grewe},
title = {Learning cortical hierarchies with temporal Hebbian updates},
journal = {Frontiers Comput. Neurosci.},
volume = {17},
year = {2023},
url = {https://doi.org/10.3389/fncom.2023.1136010},
doi = {10.3389/FNCOM.2023.1136010},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ficn/AceitunoFLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NavaKYKG23,
author = {Elvis Nava and
Seijin Kobayashi and
Yifei Yin and
Robert K. Katzschmann and
Benjamin F. Grewe},
title = {Meta-Learning via Classifier(-free) Diffusion Guidance},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=1irVjE7A3w},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NavaKYKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KeurtiPBGS23,
author = {Hamza Keurti and
Hsiao{-}Ru Pan and
Michel Besserve and
Benjamin F. Grewe and
Bernhard Sch{\"{o}}lkopf},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Homomorphism AutoEncoder - Learning Group Structured Representations
from Observed Transitions},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {16190--16215},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/keurti23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KeurtiPBGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05354,
author = {Yunke Ao and
Hooman Esfandiari and
Fabio Carrillo and
Yarden As and
Mazda Farshad and
Benjamin F. Grewe and
Andreas Krause and
Philipp F{\"{u}}rnstahl},
title = {Safe Deep {RL} for Intraoperative Planning of Pedicle Screw Placement},
journal = {CoRR},
volume = {abs/2305.05354},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05354},
doi = {10.48550/ARXIV.2305.05354},
eprinttype = {arXiv},
eprint = {2305.05354},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05638,
author = {Peng Yan and
Ahmed Abdulkadir and
Matthias Rosenthal and
Gerrit A. Schatte and
Benjamin F. Grewe and
Thilo Stadelmann},
title = {A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection
in Industrial Time Series: Methods, Applications, and Directions},
journal = {CoRR},
volume = {abs/2307.05638},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05638},
doi = {10.48550/ARXIV.2307.05638},
eprinttype = {arXiv},
eprint = {2307.05638},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17348,
author = {Matilde Tristany Farinha and
Thomas Ortner and
Giorgia Dellaferrera and
Benjamin F. Grewe and
Angeliki Pantazi},
title = {Efficient Biologically Plausible Adversarial Training},
journal = {CoRR},
volume = {abs/2309.17348},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17348},
doi = {10.48550/ARXIV.2309.17348},
eprinttype = {arXiv},
eprint = {2309.17348},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01165,
author = {Giulia Lanzillotta and
Sidak Pal Singh and
Benjamin F. Grewe and
Thomas Hofmann},
title = {Towards guarantees for parameter isolation in continual learning},
journal = {CoRR},
volume = {abs/2310.01165},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01165},
doi = {10.48550/ARXIV.2310.01165},
eprinttype = {arXiv},
eprint = {2310.01165},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FrickARGGM22,
author = {Thomas Frick and
Diego Antognini and
Mattia Rigotti and
Ioana Giurgiu and
Benjamin F. Grewe and
Cristiano Malossi},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Active Learning for Imbalanced Civil Infrastructure Data},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {13807},
pages = {283--298},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25082-8\_19},
doi = {10.1007/978-3-031-25082-8\_19},
timestamp = {Thu, 16 Feb 2023 11:51:09 +0100},
biburl = {https://dblp.org/rec/conf/eccv/FrickARGGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeulemansFCSG22,
author = {Alexander Meulemans and
Matilde Tristany Farinha and
Maria R. Cervera and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Minimizing Control for Credit Assignment with Strong Feedback},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15458--15483},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/meulemans22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/MeulemansFCSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NavaZM00GMK22,
author = {Elvis Nava and
John Z. Zhang and
Mike Yan Michelis and
Tao Du and
Pingchuan Ma and
Benjamin F. Grewe and
Wojciech Matusik and
Robert Kevin Katzschmann},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics
and Neural Network Hydrodynamic Models},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {16413--16427},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/nava22a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NavaZM00GMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07249,
author = {Alexander Meulemans and
Matilde Tristany Farinha and
Maria R. Cervera and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
title = {Minimizing Control for Credit Assignment with Strong Feedback},
journal = {CoRR},
volume = {abs/2204.07249},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07249},
doi = {10.48550/ARXIV.2204.07249},
eprinttype = {arXiv},
eprint = {2204.07249},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12584,
author = {Elvis Nava and
John Z. Zhang and
Mike Yan Michelis and
Tao Du and
Pingchuan Ma and
Benjamin F. Grewe and
Wojciech Matusik and
Robert K. Katzschmann},
title = {Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics
and Neural Network Hydrodynamic Models},
journal = {CoRR},
volume = {abs/2204.12584},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12584},
doi = {10.48550/ARXIV.2204.12584},
eprinttype = {arXiv},
eprint = {2204.12584},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00002,
author = {Christoph von der Malsburg and
Thilo Stadelmann and
Benjamin F. Grewe},
title = {A Theory of Natural Intelligence},
journal = {CoRR},
volume = {abs/2205.00002},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00002},
doi = {10.48550/ARXIV.2205.00002},
eprinttype = {arXiv},
eprint = {2205.00002},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12067,
author = {Hamza Keurti and
Hsiao{-}Ru Pan and
Michel Besserve and
Benjamin F. Grewe and
Bernhard Sch{\"{o}}lkopf},
title = {Homomorphism Autoencoder - Learning Group Structured Representations
from Observed Transitions},
journal = {CoRR},
volume = {abs/2207.12067},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12067},
doi = {10.48550/ARXIV.2207.12067},
eprinttype = {arXiv},
eprint = {2207.12067},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08942,
author = {Elvis Nava and
Seijin Kobayashi and
Yifei Yin and
Robert K. Katzschmann and
Benjamin F. Grewe},
title = {Meta-Learning via Classifier(-free) Guidance},
journal = {CoRR},
volume = {abs/2210.08942},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08942},
doi = {10.48550/ARXIV.2210.08942},
eprinttype = {arXiv},
eprint = {2210.08942},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10586,
author = {Thomas Frick and
Diego Antognini and
Mattia Rigotti and
Ioana Giurgiu and
Benjamin F. Grewe and
Cristiano Malossi},
title = {Active Learning for Imbalanced Civil Infrastructure Data},
journal = {CoRR},
volume = {abs/2210.10586},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10586},
doi = {10.48550/ARXIV.2210.10586},
eprinttype = {arXiv},
eprint = {2210.10586},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04316,
author = {Francesco L{\"{a}}ssig and
Pau Vilimelis Aceituno and
Martino Sorbaro and
Benjamin F. Grewe},
title = {Bio-Inspired, Task-Free Continual Learning through Activity Regularization},
journal = {CoRR},
volume = {abs/2212.04316},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04316},
doi = {10.48550/ARXIV.2212.04316},
eprinttype = {arXiv},
eprint = {2212.04316},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EhretHCMOG21,
author = {Benjamin Ehret and
Christian Henning and
Maria R. Cervera and
Alexander Meulemans and
Johannes von Oswald and
Benjamin F. Grewe},
title = {Continual learning in recurrent neural networks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=8xeBUgD8u9},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EhretHCMOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/OswaldKSMHG21,
author = {Johannes von Oswald and
Seijin Kobayashi and
Jo{\~{a}}o Sacramento and
Alexander Meulemans and
Christian Henning and
Benjamin F. Grewe},
title = {Neural networks with late-phase weights},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=C0qJUx5dxFb},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/OswaldKSMHG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenningCDOTEKGS21,
author = {Christian Henning and
Maria R. Cervera and
Francesco D'Angelo and
Johannes von Oswald and
Regina Traber and
Benjamin Ehret and
Seijin Kobayashi and
Benjamin F. Grewe and
Jo{\~{a}}o Sacramento},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Posterior Meta-Replay for Continual Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14135--14149},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/761b42cfff120aac30045f7a110d0256-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HenningCDOTEKGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MeulemansFOASG21,
author = {Alexander Meulemans and
Matilde Tristany Farinha and
Javier Garc{\'{\i}}a Ord{\'{o}}{\~{n}}ez and
Pau Vilimelis Aceituno and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Credit Assignment in Neural Networks through Deep Feedback Control},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4674--4687},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/25048eb6a33209cb5a815bff0cf6887c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MeulemansFOASG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01133,
author = {Christian Henning and
Maria R. Cervera and
Francesco D'Angelo and
Johannes von Oswald and
Regina Traber and
Benjamin Ehret and
Seijin Kobayashi and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
title = {Posterior Meta-Replay for Continual Learning},
journal = {CoRR},
volume = {abs/2103.01133},
year = {2021},
url = {https://arxiv.org/abs/2103.01133},
eprinttype = {arXiv},
eprint = {2103.01133},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07887,
author = {Alexander Meulemans and
Matilde Tristany Farinha and
Javier Garc{\'{\i}}a Ord{\'{o}}{\~{n}}ez and
Pau Vilimelis Aceituno and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
title = {Credit Assignment in Neural Networks through Deep Feedback Control},
journal = {CoRR},
volume = {abs/2106.07887},
year = {2021},
url = {https://arxiv.org/abs/2106.07887},
eprinttype = {arXiv},
eprint = {2106.07887},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12248,
author = {Christian Henning and
Francesco D'Angelo and
Benjamin F. Grewe},
title = {Are Bayesian neural networks intrinsically good at out-of-distribution
detection?},
journal = {CoRR},
volume = {abs/2107.12248},
year = {2021},
url = {https://arxiv.org/abs/2107.12248},
eprinttype = {arXiv},
eprint = {2107.12248},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-12248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11763,
author = {Maria R. Cervera and
Rafael D{\"{a}}twyler and
Francesco D'Angelo and
Hamza Keurti and
Benjamin F. Grewe and
Christian Henning},
title = {Uncertainty estimation under model misspecification in neural network
regression},
journal = {CoRR},
volume = {abs/2111.11763},
year = {2021},
url = {https://arxiv.org/abs/2111.11763},
eprinttype = {arXiv},
eprint = {2111.11763},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/OswaldHSG20,
author = {Johannes von Oswald and
Christian Henning and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
title = {Continual learning with hypernetworks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJgwNerKvB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/OswaldHSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MeulemansCSSG20,
author = {Alexander Meulemans and
Francesco S. Carzaniga and
Johan A. K. Suykens and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Theoretical Framework for Target Propagation},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e7a425c6ece20cbc9056f98699b53c6f-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MeulemansCSSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12109,
author = {Benjamin Ehret and
Christian Henning and
Maria R. Cervera and
Alexander Meulemans and
Johannes von Oswald and
Benjamin F. Grewe},
title = {Continual Learning in Recurrent Neural Networks with Hypernetworks},
journal = {CoRR},
volume = {abs/2006.12109},
year = {2020},
url = {https://arxiv.org/abs/2006.12109},
eprinttype = {arXiv},
eprint = {2006.12109},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14331,
author = {Alexander Meulemans and
Francesco S. Carzaniga and
Johan A. K. Suykens and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
title = {A Theoretical Framework for Target Propagation},
journal = {CoRR},
volume = {abs/2006.14331},
year = {2020},
url = {https://arxiv.org/abs/2006.14331},
eprinttype = {arXiv},
eprint = {2006.14331},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12927,
author = {Jo{\~{a}}o Sacramento and
Johannes von Oswald and
Seijin Kobayashi and
Christian Henning and
Benjamin F. Grewe},
title = {Economical ensembles with hypernetworks},
journal = {CoRR},
volume = {abs/2007.12927},
year = {2020},
url = {https://arxiv.org/abs/2007.12927},
eprinttype = {arXiv},
eprint = {2007.12927},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00695,
author = {Johannes von Oswald and
Christian Henning and
Jo{\~{a}}o Sacramento and
Benjamin F. Grewe},
title = {Continual learning with hypernetworks},
journal = {CoRR},
volume = {abs/1906.00695},
year = {2019},
url = {http://arxiv.org/abs/1906.00695},
eprinttype = {arXiv},
eprint = {1906.00695},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/ParkerMAWKGZLDE18,
author = {Jones G. Parker and
Jesse D. Marshall and
Biafra Ahanonu and
Yu{-}Wei Wu and
Tony Hyun Kim and
Benjamin F. Grewe and
Yanping Zhang and
Jin Zhong Li and
Jun B. Ding and
Michael D. Ehlers and
Mark J. Schnitzer},
title = {Diametric neural ensemble dynamics in parkinsonian and dyskinetic
states},
journal = {Nat.},
volume = {557},
number = {7704},
pages = {177--182},
year = {2018},
url = {https://doi.org/10.1038/s41586-018-0090-6},
doi = {10.1038/S41586-018-0090-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/ParkerMAWKGZLDE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/GreweGKLPMLJGLL17,
author = {Benjamin F. Grewe and
Jan Gr{\"{u}}ndemann and
Lacey J. Kitch and
J{\'{e}}r{\^{o}}me A. Lecoq and
Jones G. Parker and
Jesse D. Marshall and
Margaret C. Larkin and
Pablo E. Jercog and
Francois Grenier and
Jin Zhong Li and
Andreas L{\"{u}}thi and
Mark J. Schnitzer},
title = {Neural ensemble dynamics underlying a long-term associative memory},
journal = {Nat.},
volume = {543},
number = {7647},
pages = {670--675},
year = {2017},
url = {https://doi.org/10.1038/nature21682},
doi = {10.1038/NATURE21682},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/GreweGKLPMLJGLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/RemediosKZGSA17,
author = {Ryan Remedios and
Ann Kennedy and
Moriel Zelikowsky and
Benjamin F. Grewe and
Mark J. Schnitzer and
David J. Anderson},
title = {Social behaviour shapes hypothalamic neural ensemble representations
of conspecific sex},
journal = {Nat.},
volume = {550},
number = {7676},
pages = {388--392},
year = {2017},
url = {https://doi.org/10.1038/nature23885},
doi = {10.1038/NATURE23885},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/RemediosKZGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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