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BibTeX records: Taco Cohen

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

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@article{DBLP:journals/corr/abs-2402-04858,
  author       = {Natasha Butt and
                  Blazej Manczak and
                  Auke Wiggers and
                  Corrado Rainone and
                  David W. Zhang and
                  Micha{\"{e}}l Defferrard and
                  Taco Cohen},
  title        = {CodeIt: Self-Improving Language Models with Prioritized Hindsight
                  Replay},
  journal      = {CoRR},
  volume       = {abs/2402.04858},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.04858},
  doi          = {10.48550/ARXIV.2402.04858},
  eprinttype    = {arXiv},
  eprint       = {2402.04858},
  timestamp    = {Wed, 14 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-04858.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LippeMLACG23,
  author       = {Phillip Lippe and
                  Sara Magliacane and
                  Sindy L{\"{o}}we and
                  Yuki M. Asano and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {Causal Representation Learning for Instantaneous and Temporal Effects
                  in Interactive Systems},
  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=itZ6ggvMnzS},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LippeMLACG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/JoshiBMCL23,
  author       = {Chaitanya K. Joshi and
                  Cristian Bodnar and
                  Simon V. Mathis and
                  Taco Cohen and
                  Pietro Lio},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {On the Expressive Power of Geometric Graph Neural Networks},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {15330--15355},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/joshi23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/JoshiBMCL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/BrehmerBHC23,
  author       = {Johann Brehmer and
                  Joey Bose and
                  Pim de Haan and
                  Taco S. Cohen},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {{EDGI:} Equivariant Diffusion for Planning with Embodied Agents},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/c95c049637c5c549c2a08e8d6dcbca4b-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/BrehmerBHC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/BrehmerHBC23,
  author       = {Johann Brehmer and
                  Pim de Haan and
                  S{\"{o}}nke Behrends and
                  Taco S. Cohen},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Geometric Algebra Transformer},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/6f6dd92b03ff9be7468a6104611c9187-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/BrehmerHBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/uai/LippeMLACG23,
  author       = {Phillip Lippe and
                  Sara Magliacane and
                  Sindy L{\"{o}}we and
                  Yuki M. Asano and
                  Taco Cohen and
                  Efstratios Gavves},
  editor       = {Robin J. Evans and
                  Ilya Shpitser},
  title        = {{BISCUIT:} Causal Representation Learning from Binary Interactions},
  booktitle    = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
                  2023, Pittsburgh, PA, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {216},
  pages        = {1263--1273},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v216/lippe23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/LippeMLACG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2301-09308,
  author       = {Chaitanya K. Joshi and
                  Cristian Bodnar and
                  Simon V. Mathis and
                  Taco Cohen and
                  Pietro Li{\`{o}}},
  title        = {On the Expressive Power of Geometric Graph Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2301.09308},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.09308},
  doi          = {10.48550/ARXIV.2301.09308},
  eprinttype    = {arXiv},
  eprint       = {2301.09308},
  timestamp    = {Thu, 26 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-09308.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2303-12410,
  author       = {Johann Brehmer and
                  Joey Bose and
                  Pim de Haan and
                  Taco Cohen},
  title        = {{EDGI:} Equivariant Diffusion for Planning with Embodied Agents},
  journal      = {CoRR},
  volume       = {abs/2303.12410},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.12410},
  doi          = {10.48550/ARXIV.2303.12410},
  eprinttype    = {arXiv},
  eprint       = {2303.12410},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-12410.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2305-18415,
  author       = {Johann Brehmer and
                  Pim de Haan and
                  S{\"{o}}nke Behrends and
                  Taco Cohen},
  title        = {Geometric Algebra Transformers},
  journal      = {CoRR},
  volume       = {abs/2305.18415},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.18415},
  doi          = {10.48550/ARXIV.2305.18415},
  eprinttype    = {arXiv},
  eprint       = {2305.18415},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-18415.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2306-09643,
  author       = {Phillip Lippe and
                  Sara Magliacane and
                  Sindy L{\"{o}}we and
                  Yuki M. Asano and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {{BISCUIT:} Causal Representation Learning from Binary Interactions},
  journal      = {CoRR},
  volume       = {abs/2306.09643},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.09643},
  doi          = {10.48550/ARXIV.2306.09643},
  eprinttype    = {arXiv},
  eprint       = {2306.09643},
  timestamp    = {Thu, 22 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-09643.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2308-14915,
  author       = {Pietro Mazzaglia and
                  Taco Cohen and
                  Daniel Dijkman},
  title        = {Uncertainty-driven Affordance Discovery for Efficient Robotics Manipulation},
  journal      = {CoRR},
  volume       = {abs/2308.14915},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.14915},
  doi          = {10.48550/ARXIV.2308.14915},
  eprinttype    = {arXiv},
  eprint       = {2308.14915},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-14915.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2311-04744,
  author       = {Pim de Haan and
                  Taco Cohen and
                  Johann Brehmer},
  title        = {Euclidean, Projective, Conformal: Choosing a Geometric Algebra for
                  Equivariant Transformers},
  journal      = {CoRR},
  volume       = {abs/2311.04744},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.04744},
  doi          = {10.48550/ARXIV.2311.04744},
  eprinttype    = {arXiv},
  eprint       = {2311.04744},
  timestamp    = {Tue, 14 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-04744.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2312-03881,
  author       = {Ekdeep Singh Lubana and
                  Johann Brehmer and
                  Pim de Haan and
                  Taco Cohen},
  title        = {FoMo Rewards: Can we cast foundation models as reward functions?},
  journal      = {CoRR},
  volume       = {abs/2312.03881},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.03881},
  doi          = {10.48550/ARXIV.2312.03881},
  eprinttype    = {arXiv},
  eprint       = {2312.03881},
  timestamp    = {Mon, 01 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-03881.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2312-07511,
  author       = {Alexandre Duval and
                  Simon V. Mathis and
                  Chaitanya K. Joshi and
                  Victor Schmidt and
                  Santiago Miret and
                  Fragkiskos D. Malliaros and
                  Taco Cohen and
                  Pietro Lio and
                  Yoshua Bengio and
                  Michael M. Bronstein},
  title        = {A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems},
  journal      = {CoRR},
  volume       = {abs/2312.07511},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.07511},
  doi          = {10.48550/ARXIV.2312.07511},
  eprinttype    = {arXiv},
  eprint       = {2312.07511},
  timestamp    = {Thu, 04 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-07511.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pami/ZafeiriouBCVSLL22,
  author       = {Stefanos Zafeiriou and
                  Michael M. Bronstein and
                  Taco Cohen and
                  Oriol Vinyals and
                  Le Song and
                  Jure Leskovec and
                  Pietro Li{\`{o}} and
                  Joan Bruna and
                  Marco Gori},
  title        = {Guest Editorial: Non-Euclidean Machine Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {2},
  pages        = {723--726},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2021.3129857},
  doi          = {10.1109/TPAMI.2021.3129857},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/ZafeiriouBCVSLL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tmlr/BasuGVRC22,
  author       = {Sourya Basu and
                  Jose Gallego{-}Posada and
                  Francesco Vigan{\`{o}} and
                  James Rowbottom and
                  Taco Cohen},
  title        = {Equivariant Mesh Attention Networks},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2022},
  year         = {2022},
  url          = {https://openreview.net/forum?id=3IqqJh2Ycy},
  timestamp    = {Fri, 19 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/BasuGVRC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bmvc/Perugachi-DiazS22,
  author       = {Yura Perugachi{-}Diaz and
                  Guillaume Sauti{\`{e}}re and
                  Davide Abati and
                  Yang Yang and
                  Amirhossein Habibian and
                  Taco S. Cohen},
  title        = {Region-of-Interest Based Neural Video Compression},
  booktitle    = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
                  UK, November 21-24, 2022},
  pages        = {288},
  publisher    = {{BMVA} Press},
  year         = {2022},
  url          = {https://bmvc2022.mpi-inf.mpg.de/288/},
  timestamp    = {Thu, 16 Feb 2023 16:15:04 +0100},
  biburl       = {https://dblp.org/rec/conf/bmvc/Perugachi-DiazS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LippeCG22,
  author       = {Phillip Lippe and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {Efficient Neural Causal Discovery without Acyclicity Constraints},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=eYciPrLuUhG},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LippeCG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Zhu0C22,
  author       = {Yinhao Zhu and
                  Yang Yang and
                  Taco Cohen},
  title        = {Transformer-based Transform Coding},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=IDwN6xjHnK8},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Zhu0C22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/LippeMLACG22,
  author       = {Phillip Lippe and
                  Sara Magliacane and
                  Sindy L{\"{o}}we and
                  Yuki M. Asano and
                  Taco Cohen and
                  Stratis Gavves},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {{CITRIS:} Causal Identifiability from Temporal Intervened Sequences},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {13557--13603},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/lippe22a.html},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LippeMLACG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/BehboodiCC22,
  author       = {Arash Behboodi and
                  Gabriele Cesa and
                  Taco S. Cohen},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {A PAC-Bayesian Generalization Bound for Equivariant Networks},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/257b9a6a0e3856735d0e624e38fb6803-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/BehboodiCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/BrehmerHLC22,
  author       = {Johann Brehmer and
                  Pim de Haan and
                  Phillip Lippe and
                  Taco S. Cohen},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Weakly supervised causal representation learning},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/fa567e2b2c870f8f09a87b6e73370869-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/BrehmerHLC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/CesaBCW22,
  author       = {Gabriele Cesa and
                  Arash Behboodi and
                  Taco S. Cohen and
                  Max Welling},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency
                  Vector Diffusion Maps on the Projective Plane},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/2438d634f0ed1640934d31376c110a92-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CesaBCW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2202-03169,
  author       = {Phillip Lippe and
                  Sara Magliacane and
                  Sindy L{\"{o}}we and
                  Yuki M. Asano and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {{CITRIS:} Causal Identifiability from Temporal Intervened Sequences},
  journal      = {CoRR},
  volume       = {abs/2202.03169},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.03169},
  eprinttype    = {arXiv},
  eprint       = {2202.03169},
  timestamp    = {Wed, 09 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-03169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2203-01978,
  author       = {Yura Perugachi{-}Diaz and
                  Guillaume Sauti{\`{e}}re and
                  Davide Abati and
                  Yang Yang and
                  Amirhossein Habibian and
                  Taco S. Cohen},
  title        = {Region-of-Interest Based Neural Video Compression},
  journal      = {CoRR},
  volume       = {abs/2203.01978},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.01978},
  doi          = {10.48550/ARXIV.2203.01978},
  eprinttype    = {arXiv},
  eprint       = {2203.01978},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-01978.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2203-16437,
  author       = {Johann Brehmer and
                  Pim de Haan and
                  Phillip Lippe and
                  Taco Cohen},
  title        = {Weakly supervised causal representation learning},
  journal      = {CoRR},
  volume       = {abs/2203.16437},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.16437},
  doi          = {10.48550/ARXIV.2203.16437},
  eprinttype    = {arXiv},
  eprint       = {2203.16437},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-16437.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2205-10662,
  author       = {Sourya Basu and
                  Jose Gallego{-}Posada and
                  Francesco Vigan{\`{o}} and
                  James Rowbottom and
                  Taco Cohen},
  title        = {Equivariant Mesh Attention Networks},
  journal      = {CoRR},
  volume       = {abs/2205.10662},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.10662},
  doi          = {10.48550/ARXIV.2205.10662},
  eprinttype    = {arXiv},
  eprint       = {2205.10662},
  timestamp    = {Mon, 30 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-10662.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2206-06169,
  author       = {Phillip Lippe and
                  Sara Magliacane and
                  Sindy L{\"{o}}we and
                  Yuki M. Asano and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {iCITRIS: Causal Representation Learning for Instantaneous Temporal
                  Effects},
  journal      = {CoRR},
  volume       = {abs/2206.06169},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.06169},
  doi          = {10.48550/ARXIV.2206.06169},
  eprinttype    = {arXiv},
  eprint       = {2206.06169},
  timestamp    = {Mon, 20 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-06169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2206-13973,
  author       = {Taco Cohen},
  title        = {Towards a Grounded Theory of Causation for Embodied {AI}},
  journal      = {CoRR},
  volume       = {abs/2206.13973},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.13973},
  doi          = {10.48550/ARXIV.2206.13973},
  eprinttype    = {arXiv},
  eprint       = {2206.13973},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-13973.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-13150,
  author       = {Arash Behboodi and
                  Gabriele Cesa and
                  Taco Cohen},
  title        = {A PAC-Bayesian Generalization Bound for Equivariant Networks},
  journal      = {CoRR},
  volume       = {abs/2210.13150},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.13150},
  doi          = {10.48550/ARXIV.2210.13150},
  eprinttype    = {arXiv},
  eprint       = {2210.13150},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-13150.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-02667,
  author       = {Risto Vuorio and
                  Johann Brehmer and
                  Hanno Ackermann and
                  Daniel Dijkman and
                  Taco Cohen and
                  Pim de Haan},
  title        = {Deconfounded Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/2211.02667},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.02667},
  doi          = {10.48550/ARXIV.2211.02667},
  eprinttype    = {arXiv},
  eprint       = {2211.02667},
  timestamp    = {Wed, 09 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-02667.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/HabibianACB21,
  author       = {Amirhossein Habibian and
                  Davide Abati and
                  Taco S. Cohen and
                  Babak Ehteshami Bejnordi},
  title        = {Skip-Convolutions for Efficient Video Processing},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {2695--2704},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Habibian\_Skip-Convolutions\_for\_Efficient\_Video\_Processing\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.00272},
  timestamp    = {Mon, 18 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/HabibianACB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/0002C21,
  author       = {Reza Pourreza and
                  Taco Cohen},
  title        = {Extending Neural P-frame Codecs for B-frame Coding},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {6660--6669},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00661},
  doi          = {10.1109/ICCV48922.2021.00661},
  timestamp    = {Fri, 11 Mar 2022 10:01:27 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/0002C21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icip/LuZ0SC21,
  author       = {Yadong Lu and
                  Yinhao Zhu and
                  Yang Yang and
                  Amir Said and
                  Taco S. Cohen},
  title        = {Progressive Neural Image Compression With Nested Quantization And
                  Latent Ordering},
  booktitle    = {2021 {IEEE} International Conference on Image Processing, {ICIP} 2021,
                  Anchorage, AK, USA, September 19-22, 2021},
  pages        = {539--543},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICIP42928.2021.9506026},
  doi          = {10.1109/ICIP42928.2021.9506026},
  timestamp    = {Thu, 03 Feb 2022 08:15:41 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/LuZ0SC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HaanWCW21,
  author       = {Pim de Haan and
                  Maurice Weiler and
                  Taco Cohen and
                  Max Welling},
  title        = {Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric
                  graphs},
  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=Jnspzp-oIZE},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/HaanWCW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RozendaalHC21,
  author       = {Ties van Rozendaal and
                  Iris A. M. Huijben and
                  Taco Cohen},
  title        = {Overfitting for Fun and Profit: Instance-Adaptive Data Compression},
  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=oFp8Mx\_V5FL},
  timestamp    = {Wed, 23 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/RozendaalHC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2101-08687,
  author       = {Ties van Rozendaal and
                  Iris A. M. Huijben and
                  Taco S. Cohen},
  title        = {Overfitting for Fun and Profit: Instance-Adaptive Data Compression},
  journal      = {CoRR},
  volume       = {abs/2101.08687},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.08687},
  eprinttype    = {arXiv},
  eprint       = {2101.08687},
  timestamp    = {Sat, 30 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-08687.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2102-02913,
  author       = {Yadong Lu and
                  Yinhao Zhu and
                  Yang Yang and
                  Amir Said and
                  Taco S. Cohen},
  title        = {Progressive Neural Image Compression with Nested Quantization and
                  Latent Ordering},
  journal      = {CoRR},
  volume       = {abs/2102.02913},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.02913},
  eprinttype    = {arXiv},
  eprint       = {2102.02913},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-02913.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2103-01760,
  author       = {Hilmi E. Egilmez and
                  Ankitesh K. Singh and
                  Muhammed Z. Coban and
                  Marta Karczewicz and
                  Yinhao Zhu and
                  Yang Yang and
                  Amir Said and
                  Taco S. Cohen},
  title        = {Transform Network Architectures for Deep Learning based End-to-End
                  Image/Video Coding in Subsampled Color Spaces},
  journal      = {CoRR},
  volume       = {abs/2103.01760},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.01760},
  eprinttype    = {arXiv},
  eprint       = {2103.01760},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-01760.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2104-00531,
  author       = {Reza Pourreza and
                  Taco S. Cohen},
  title        = {Extending Neural P-frame Codecs for B-frame Coding},
  journal      = {CoRR},
  volume       = {abs/2104.00531},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.00531},
  eprinttype    = {arXiv},
  eprint       = {2104.00531},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-00531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2104-00807,
  author       = {Ankitesh K. Singh and
                  Hilmi E. Egilmez and
                  Reza Pourreza and
                  Muhammed Z. Coban and
                  Marta Karczewicz and
                  Taco S. Cohen},
  title        = {A Combined Deep Learning based End-to-End Video Coding Architecture
                  for {YUV} Color Space},
  journal      = {CoRR},
  volume       = {abs/2104.00807},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.00807},
  eprinttype    = {arXiv},
  eprint       = {2104.00807},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-00807.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2104-11487,
  author       = {Amirhossein Habibian and
                  Davide Abati and
                  Taco S. Cohen and
                  Babak Ehteshami Bejnordi},
  title        = {Skip-Convolutions for Efficient Video Processing},
  journal      = {CoRR},
  volume       = {abs/2104.11487},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.11487},
  eprinttype    = {arXiv},
  eprint       = {2104.11487},
  timestamp    = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-11487.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2104-13478,
  author       = {Michael M. Bronstein and
                  Joan Bruna and
                  Taco Cohen and
                  Petar Velickovic},
  title        = {Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges},
  journal      = {CoRR},
  volume       = {abs/2104.13478},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.13478},
  eprinttype    = {arXiv},
  eprint       = {2104.13478},
  timestamp    = {Tue, 04 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-13478.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2107-10483,
  author       = {Phillip Lippe and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {Efficient Neural Causal Discovery without Acyclicity Constraints},
  journal      = {CoRR},
  volume       = {abs/2107.10483},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.10483},
  eprinttype    = {arXiv},
  eprint       = {2107.10483},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-10483.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2111-10302,
  author       = {Ties van Rozendaal and
                  Johann Brehmer and
                  Yunfan Zhang and
                  Reza Pourreza and
                  Taco S. Cohen},
  title        = {Instance-Adaptive Video Compression: Improving Neural Codecs by Training
                  on the Test Set},
  journal      = {CoRR},
  volume       = {abs/2111.10302},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.10302},
  eprinttype    = {arXiv},
  eprint       = {2111.10302},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-10302.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-11312,
  author       = {Yunfan Zhang and
                  Ties van Rozendaal and
                  Johann Brehmer and
                  Markus Nagel and
                  Taco Cohen},
  title        = {Implicit Neural Video Compression},
  journal      = {CoRR},
  volume       = {abs/2112.11312},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.11312},
  eprinttype    = {arXiv},
  eprint       = {2112.11312},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-11312.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tnn/MatiisenOCS20,
  author       = {Tambet Matiisen and
                  Avital Oliver and
                  Taco Cohen and
                  John Schulman},
  title        = {Teacher-Student Curriculum Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {9},
  pages        = {3732--3740},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNNLS.2019.2934906},
  doi          = {10.1109/TNNLS.2019.2934906},
  timestamp    = {Sun, 11 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/MatiisenOCS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/accv/GolinskiPYSC20,
  author       = {Adam Golinski and
                  Reza Pourreza and
                  Yang Yang and
                  Guillaume Sauti{\`{e}}re and
                  Taco S. Cohen},
  editor       = {Hiroshi Ishikawa and
                  Cheng{-}Lin Liu and
                  Tom{\'{a}}s Pajdla and
                  Jianbo Shi},
  title        = {Feedback Recurrent Autoencoder for Video Compression},
  booktitle    = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
                  Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
                  Papers, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12625},
  pages        = {591--607},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-69538-5\_36},
  doi          = {10.1007/978-3-030-69538-5\_36},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/accv/GolinskiPYSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/RozendaalSC20,
  author       = {Ties van Rozendaal and
                  Guillaume Sauti{\`{e}}re and
                  Taco S. Cohen},
  title        = {Lossy Compression with Distortion Constrained Optimization},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
  pages        = {634--639},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w7/van\_Rozendaal\_Lossy\_Compression\_With\_Distortion\_Constrained\_Optimization\_CVPRW\_2020\_paper.html},
  doi          = {10.1109/CVPRW50498.2020.00091},
  timestamp    = {Tue, 31 Aug 2021 14:00:09 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/RozendaalSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/VeerabadranPHC20,
  author       = {Vijay Veerabadran and
                  Reza Pourreza and
                  AmirHossein Habibian and
                  Taco Cohen},
  title        = {Adversarial Distortion for Learned Video Compression},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
  pages        = {640--644},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w7/Veerabadran\_Adversarial\_Distortion\_for\_Learned\_Video\_Compression\_CVPRW\_2020\_paper.html},
  doi          = {10.1109/CVPRW50498.2020.00092},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/VeerabadranPHC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icassp/YangSRC20,
  author       = {Yang Yang and
                  Guillaume Sauti{\`{e}}re and
                  J. Jon Ryu and
                  Taco S. Cohen},
  title        = {Feedback Recurrent Autoencoder},
  booktitle    = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
  pages        = {3347--3351},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICASSP40776.2020.9054074},
  doi          = {10.1109/ICASSP40776.2020.9054074},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/YangSRC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/PervezCG20,
  author       = {Adeel Pervez and
                  Taco Cohen and
                  Efstratios Gavves},
  title        = {Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {7632--7640},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/pervez20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/PervezCG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mmsp/KianfarWSPC20,
  author       = {Dana Kianfar and
                  Auke Wiggers and
                  Amir Said and
                  Reza Pourreza and
                  Taco Cohen},
  title        = {Parallelized Rate-Distortion Optimized Quantization Using Deep Learning},
  booktitle    = {22nd {IEEE} International Workshop on Multimedia Signal Processing,
                  {MMSP} 2020, Tampere, Finland, September 21-24, 2020},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/MMSP48831.2020.9287135},
  doi          = {10.1109/MMSP48831.2020.9287135},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mmsp/KianfarWSPC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/HaanCW20,
  author       = {Pim de Haan and
                  Taco S. Cohen and
                  Max Welling},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Natural Graph Networks},
  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/2517756c5a9be6ac007fe9bb7fb92611-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HaanCW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2001-11235,
  author       = {Emiel Hoogeboom and
                  Taco S. Cohen and
                  Jakub M. Tomczak},
  title        = {Learning Discrete Distributions by Dequantization},
  journal      = {CoRR},
  volume       = {abs/2001.11235},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.11235},
  eprinttype    = {arXiv},
  eprint       = {2001.11235},
  timestamp    = {Mon, 03 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-11235.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-05425,
  author       = {Pim de Haan and
                  Maurice Weiler and
                  Taco Cohen and
                  Max Welling},
  title        = {Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric
                  graphs},
  journal      = {CoRR},
  volume       = {abs/2003.05425},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.05425},
  eprinttype    = {arXiv},
  eprint       = {2003.05425},
  timestamp    = {Tue, 17 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-05425.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-04342,
  author       = {Adam Golinski and
                  Reza Pourreza and
                  Yang Yang and
                  Guillaume Sauti{\`{e}}re and
                  Taco S. Cohen},
  title        = {Feedback Recurrent Autoencoder for Video Compression},
  journal      = {CoRR},
  volume       = {abs/2004.04342},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.04342},
  eprinttype    = {arXiv},
  eprint       = {2004.04342},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-04342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-09508,
  author       = {Vijay Veerabadran and
                  Reza Pourreza and
                  AmirHossein Habibian and
                  Taco Cohen},
  title        = {Adversarial Distortion for Learned Video Compression},
  journal      = {CoRR},
  volume       = {abs/2004.09508},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.09508},
  eprinttype    = {arXiv},
  eprint       = {2004.09508},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-09508.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-09691,
  author       = {Mirgahney Mohamed and
                  Gabriele Cesa and
                  Taco S. Cohen and
                  Max Welling},
  title        = {A Data and Compute Efficient Design for Limited-Resources Deep Learning},
  journal      = {CoRR},
  volume       = {abs/2004.09691},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.09691},
  eprinttype    = {arXiv},
  eprint       = {2004.09691},
  timestamp    = {Tue, 28 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-09691.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2005-04064,
  author       = {Ties van Rozendaal and
                  Guillaume Sauti{\`{e}}re and
                  Taco S. Cohen},
  title        = {Lossy Compression with Distortion Constrained Optimization},
  journal      = {CoRR},
  volume       = {abs/2005.04064},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.04064},
  eprinttype    = {arXiv},
  eprint       = {2005.04064},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-04064.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2007-08349,
  author       = {Pim de Haan and
                  Taco Cohen and
                  Max Welling},
  title        = {Natural Graph Networks},
  journal      = {CoRR},
  volume       = {abs/2007.08349},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.08349},
  eprinttype    = {arXiv},
  eprint       = {2007.08349},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-08349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2012-06380,
  author       = {Dana Kianfar and
                  Auke Wiggers and
                  Amir Said and
                  Reza Pourreza and
                  Taco Cohen},
  title        = {Parallelized Rate-Distortion Optimized Quantization Using Deep Learning},
  journal      = {CoRR},
  volume       = {abs/2012.06380},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.06380},
  eprinttype    = {arXiv},
  eprint       = {2012.06380},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-06380.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mia/WinkelsC19,
  author       = {Marysia Winkels and
                  Taco S. Cohen},
  title        = {Pulmonary nodule detection in {CT} scans with equivariant CNNs},
  journal      = {Medical Image Anal.},
  volume       = {55},
  pages        = {15--26},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.media.2019.03.010},
  doi          = {10.1016/J.MEDIA.2019.03.010},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/WinkelsC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/HabibianRTC19,
  author       = {AmirHossein Habibian and
                  Ties van Rozendaal and
                  Jakub M. Tomczak and
                  Taco Cohen},
  title        = {Video Compression With Rate-Distortion Autoencoders},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {7032--7041},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00713},
  doi          = {10.1109/ICCV.2019.00713},
  timestamp    = {Thu, 05 Mar 2020 10:01:04 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/HabibianRTC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/CohenWKW19,
  author       = {Taco Cohen and
                  Maurice Weiler and
                  Berkay Kicanaoglu and
                  Max Welling},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Gauge Equivariant Convolutional Networks and the Icosahedral {CNN}},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {1321--1330},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/cohen19d.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CohenWKW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/CohenGW19,
  author       = {Taco S. Cohen and
                  Mario Geiger and
                  Maurice Weiler},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {A General Theory of Equivariant CNNs on Homogeneous Spaces},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {9142--9153},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/b9cfe8b6042cf759dc4c0cccb27a6737-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/CohenGW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-04615,
  author       = {Taco S. Cohen and
                  Maurice Weiler and
                  Berkay Kicanaoglu and
                  Max Welling},
  title        = {Gauge Equivariant Convolutional Networks and the Icosahedral {CNN}},
  journal      = {CoRR},
  volume       = {abs/1902.04615},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.04615},
  eprinttype    = {arXiv},
  eprint       = {1902.04615},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-04615.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-02481,
  author       = {Miranda C. N. Cheng and
                  Vassilis Anagiannis and
                  Maurice Weiler and
                  Pim de Haan and
                  Taco S. Cohen and
                  Max Welling},
  title        = {Covariance in Physics and Convolutional Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1906.02481},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.02481},
  eprinttype    = {arXiv},
  eprint       = {1906.02481},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-02481.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1908-05717,
  author       = {AmirHossein Habibian and
                  Ties van Rozendaal and
                  Jakub M. Tomczak and
                  Taco S. Cohen},
  title        = {Video Compression With Rate-Distortion Autoencoders},
  journal      = {CoRR},
  volume       = {abs/1908.05717},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.05717},
  eprinttype    = {arXiv},
  eprint       = {1908.05717},
  timestamp    = {Mon, 19 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-05717.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1911-04018,
  author       = {Yang Yang and
                  Guillaume Sauti{\`{e}}re and
                  J. Jon Ryu and
                  Taco S. Cohen},
  title        = {Feedback Recurrent AutoEncoder},
  journal      = {CoRR},
  volume       = {abs/1911.04018},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.04018},
  eprinttype    = {arXiv},
  eprint       = {1911.04018},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-04018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CohenGKW18,
  author       = {Taco S. Cohen and
                  Mario Geiger and
                  Jonas K{\"{o}}hler and
                  Max Welling},
  title        = {Spherical CNNs},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=Hkbd5xZRb},
  timestamp    = {Fri, 11 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iclr/CohenGKW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HoogeboomPCW18,
  author       = {Emiel Hoogeboom and
                  Jorn W. T. Peters and
                  Taco S. Cohen and
                  Max Welling},
  title        = {HexaConv},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=r1vuQG-CW},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/HoogeboomPCW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/miccai/VeelingLWCW18,
  author       = {Bastiaan S. Veeling and
                  Jasper Linmans and
                  Jim Winkens and
                  Taco Cohen and
                  Max Welling},
  editor       = {Alejandro F. Frangi and
                  Julia A. Schnabel and
                  Christos Davatzikos and
                  Carlos Alberola{-}L{\'{o}}pez and
                  Gabor Fichtinger},
  title        = {Rotation Equivariant CNNs for Digital Pathology},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2018 - 21st International Conference, Granada, Spain, September 16-20,
                  2018, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11071},
  pages        = {210--218},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00934-2\_24},
  doi          = {10.1007/978-3-030-00934-2\_24},
  timestamp    = {Sat, 09 Apr 2022 12:46:25 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/VeelingLWCW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/WeilerGWBC18,
  author       = {Maurice Weiler and
                  Mario Geiger and
                  Max Welling and
                  Wouter Boomsma and
                  Taco Cohen},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric
                  Data},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {10402--10413},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/488e4104520c6aab692863cc1dba45af-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WeilerGWBC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1801-10130,
  author       = {Taco S. Cohen and
                  Mario Geiger and
                  Jonas K{\"{o}}hler and
                  Max Welling},
  title        = {Spherical CNNs},
  journal      = {CoRR},
  volume       = {abs/1801.10130},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.10130},
  eprinttype    = {arXiv},
  eprint       = {1801.10130},
  timestamp    = {Fri, 11 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-10130.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1803-02108,
  author       = {Emiel Hoogeboom and
                  Jorn W. T. Peters and
                  Taco S. Cohen and
                  Max Welling},
  title        = {HexaConv},
  journal      = {CoRR},
  volume       = {abs/1803.02108},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.02108},
  eprinttype    = {arXiv},
  eprint       = {1803.02108},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-02108.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1803-10743,
  author       = {Taco S. Cohen and
                  Mario Geiger and
                  Maurice Weiler},
  title        = {Intertwiners between Induced Representations (with Applications to
                  the Theory of Equivariant Neural Networks)},
  journal      = {CoRR},
  volume       = {abs/1803.10743},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.10743},
  eprinttype    = {arXiv},
  eprint       = {1803.10743},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-10743.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1804-04656,
  author       = {Marysia Winkels and
                  Taco S. Cohen},
  title        = {3D G-CNNs for Pulmonary Nodule Detection},
  journal      = {CoRR},
  volume       = {abs/1804.04656},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.04656},
  eprinttype    = {arXiv},
  eprint       = {1804.04656},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-04656.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1806-03962,
  author       = {Bastiaan S. Veeling and
                  Jasper Linmans and
                  Jim Winkens and
                  Taco Cohen and
                  Max Welling},
  title        = {Rotation Equivariant CNNs for Digital Pathology},
  journal      = {CoRR},
  volume       = {abs/1806.03962},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.03962},
  eprinttype    = {arXiv},
  eprint       = {1806.03962},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-03962.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1807-00583,
  author       = {Jasper Linmans and
                  Jim Winkens and
                  Bastiaan S. Veeling and
                  Taco S. Cohen and
                  Max Welling},
  title        = {Sample Efficient Semantic Segmentation using Rotation Equivariant
                  Convolutional Networks},
  journal      = {CoRR},
  volume       = {abs/1807.00583},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.00583},
  eprinttype    = {arXiv},
  eprint       = {1807.00583},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-00583.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1807-02547,
  author       = {Maurice Weiler and
                  Mario Geiger and
                  Max Welling and
                  Wouter Boomsma and
                  Taco Cohen},
  title        = {3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric
                  Data},
  journal      = {CoRR},
  volume       = {abs/1807.02547},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.02547},
  eprinttype    = {arXiv},
  eprint       = {1807.02547},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-02547.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1807-04689,
  author       = {Luca Falorsi and
                  Pim de Haan and
                  Tim R. Davidson and
                  Nicola De Cao and
                  Maurice Weiler and
                  Patrick Forr{\'{e}} and
                  Taco S. Cohen},
  title        = {Explorations in Homeomorphic Variational Auto-Encoding},
  journal      = {CoRR},
  volume       = {abs/1807.04689},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.04689},
  eprinttype    = {arXiv},
  eprint       = {1807.04689},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-04689.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1811-02017,
  author       = {Taco Cohen and
                  Mario Geiger and
                  Maurice Weiler},
  title        = {A General Theory of Equivariant CNNs on Homogeneous Spaces},
  journal      = {CoRR},
  volume       = {abs/1811.02017},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.02017},
  eprinttype    = {arXiv},
  eprint       = {1811.02017},
  timestamp    = {Thu, 22 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-02017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bmcbi/EckZGMCSWB17,
  author       = {A. Eck and
                  Luisa M. Zintgraf and
                  E. F. J. de Groot and
                  Tim G. J. de Meij and
                  Taco S. Cohen and
                  P. H. M. Savelkoul and
                  Max Welling and
                  A. E. Budding},
  title        = {Interpretation of microbiota-based diagnostics by explaining individual
                  classifier decisions},
  journal      = {{BMC} Bioinform.},
  volume       = {18},
  number       = {1},
  pages        = {441:1--441:13},
  year         = {2017},
  url          = {https://doi.org/10.1186/s12859-017-1843-1},
  doi          = {10.1186/S12859-017-1843-1},
  timestamp    = {Sun, 15 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/EckZGMCSWB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CohenW17,
  author       = {Taco S. Cohen and
                  Max Welling},
  title        = {Steerable CNNs},
  booktitle    = {5th International Conference on Learning Representations, {ICLR} 2017,
                  Toulon, France, April 24-26, 2017, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2017},
  url          = {https://openreview.net/forum?id=rJQKYt5ll},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/CohenW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZintgrafCAW17,
  author       = {Luisa M. Zintgraf and
                  Taco S. Cohen and
                  Tameem Adel and
                  Max Welling},
  title        = {Visualizing Deep Neural Network Decisions: Prediction Difference Analysis},
  booktitle    = {5th International Conference on Learning Representations, {ICLR} 2017,
                  Toulon, France, April 24-26, 2017, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2017},
  url          = {https://openreview.net/forum?id=BJ5UeU9xx},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ZintgrafCAW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ZintgrafCAW17,
  author       = {Luisa M. Zintgraf and
                  Taco S. Cohen and
                  Tameem Adel and
                  Max Welling},
  title        = {Visualizing Deep Neural Network Decisions: Prediction Difference Analysis},
  journal      = {CoRR},
  volume       = {abs/1702.04595},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.04595},
  eprinttype    = {arXiv},
  eprint       = {1702.04595},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZintgrafCAW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/MatiisenOCS17,
  author       = {Tambet Matiisen and
                  Avital Oliver and
                  Taco Cohen and
                  John Schulman},
  title        = {Teacher-Student Curriculum Learning},
  journal      = {CoRR},
  volume       = {abs/1707.00183},
  year         = {2017},
  url          = {http://arxiv.org/abs/1707.00183},
  eprinttype    = {arXiv},
  eprint       = {1707.00183},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MatiisenOCS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1709-04893,
  author       = {Taco Cohen and
                  Mario Geiger and
                  Jonas K{\"{o}}hler and
                  Max Welling},
  title        = {Convolutional Networks for Spherical Signals},
  journal      = {CoRR},
  volume       = {abs/1709.04893},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.04893},
  eprinttype    = {arXiv},
  eprint       = {1709.04893},
  timestamp    = {Fri, 11 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-04893.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/CohenW16,
  author       = {Taco Cohen and
                  Max Welling},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Group Equivariant Convolutional Networks},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {2990--2999},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/cohenc16.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CohenW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/CohenW16,
  author       = {Taco S. Cohen and
                  Max Welling},
  title        = {Group Equivariant Convolutional Networks},
  journal      = {CoRR},
  volume       = {abs/1602.07576},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.07576},
  eprinttype    = {arXiv},
  eprint       = {1602.07576},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ZintgrafCW16,
  author       = {Luisa M. Zintgraf and
                  Taco S. Cohen and
                  Max Welling},
  title        = {A New Method to Visualize Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1603.02518},
  year         = {2016},
  url          = {http://arxiv.org/abs/1603.02518},
  eprinttype    = {arXiv},
  eprint       = {1603.02518},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZintgrafCW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/CohenW16a,
  author       = {Taco S. Cohen and
                  Max Welling},
  title        = {Steerable CNNs},
  journal      = {CoRR},
  volume       = {abs/1612.08498},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.08498},
  eprinttype    = {arXiv},
  eprint       = {1612.08498},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenW16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/CohenW15,
  author       = {Taco Cohen and
                  Max Welling},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {Harmonic Exponential Families on Manifolds},
  booktitle    = {Proceedings of the 32nd International Conference on Machine Learning,
                  {ICML} 2015, Lille, France, 6-11 July 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {37},
  pages        = {1757--1765},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/cohenb15.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CohenW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:journals/corr/CohenW14a,
  author       = {Taco S. Cohen and
                  Max Welling},
  editor       = {Yoshua Bengio and
                  Yann LeCun},
  title        = {Transformation Properties of Learned Visual Representations},
  booktitle    = {3rd International Conference on Learning Representations, {ICLR} 2015,
                  San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
  year         = {2015},
  url          = {http://arxiv.org/abs/1412.7659},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenW14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/CohenW14,
  author       = {Taco Cohen and
                  Max Welling},
  title        = {Learning the Irreducible Representations of Commutative Lie Groups},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {1755--1763},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/cohen14.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CohenW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/CohenW14,
  author       = {Taco Cohen and
                  Max Welling},
  title        = {Learning the Irreducible Representations of Commutative Lie Groups},
  journal      = {CoRR},
  volume       = {abs/1402.4437},
  year         = {2014},
  url          = {http://arxiv.org/abs/1402.4437},
  eprinttype    = {arXiv},
  eprint       = {1402.4437},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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