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ORCIDBibTeX records: Michael Tschannen
@article{DBLP:journals/tmlr/0003PT25,
author = {Alexander Kolesnikov and
Andr{\'{e}} Susano Pinto and
Michael Tschannen},
title = {Jet: {A} Modern Transformer-Based Normalizing Flow},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=jdvnaki7ZY},
timestamp = {Mon, 23 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0003PT25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TschannenP025,
author = {Michael Tschannen and
Andr{\'{e}} Susano Pinto and
Alexander Kolesnikov},
title = {JetFormer: An autoregressive generative model of raw images and text},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=sgAp2qG86e},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TschannenP025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-14786,
author = {Michael Tschannen and
Alexey A. Gritsenko and
Xiao Wang and
Muhammad Ferjad Naeem and
Ibrahim Alabdulmohsin and
Nikhil Parthasarathy and
Talfan Evans and
Lucas Beyer and
Ye Xia and
Basil Mustafa and
Olivier J. H{\'{e}}naff and
Jeremiah Harmsen and
Andreas Steiner and
Xiaohua Zhai},
title = {SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic
Understanding, Localization, and Dense Features},
journal = {CoRR},
volume = {abs/2502.14786},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.14786},
doi = {10.48550/ARXIV.2502.14786},
eprinttype = {arXiv},
eprint = {2502.14786},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-14786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-14259,
author = {Ziyad Sheebaelhamd and
Michael Tschannen and
Michael Muehlebach and
Claire Vernade},
title = {Quantization-Free Autoregressive Action Transformer},
journal = {CoRR},
volume = {abs/2503.14259},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.14259},
doi = {10.48550/ARXIV.2503.14259},
eprinttype = {arXiv},
eprint = {2503.14259},
timestamp = {Sat, 19 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-14259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/StanicCT24,
author = {Aleksandar Stanic and
Sergi Caelles and
Michael Tschannen},
title = {Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as
Programmers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WYGiqSVstK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/StanicCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenDPMCWRGWTS024,
author = {Xi Chen and
Josip Djolonga and
Piotr Padlewski and
Basil Mustafa and
Soravit Changpinyo and
Jialin Wu and
Carlos Riquelme Ruiz and
Sebastian Goodman and
Xiao Wang and
Yi Tay and
Siamak Shakeri and
Mostafa Dehghani and
Daniel Salz and
Mario Lucic and
Michael Tschannen and
Arsha Nagrani and
Hexiang Hu and
Mandar Joshi and
Bo Pang and
Ceslee Montgomery and
Paulina Pietrzyk and
Marvin Ritter and
A. J. Piergiovanni and
Matthias Minderer and
Filip Pavetic and
Austin Waters and
Gang Li and
Ibrahim Alabdulmohsin and
Lucas Beyer and
Julien Amelot and
Kenton Lee and
Andreas Peter Steiner and
Yang Li and
Daniel Keysers and
Anurag Arnab and
Yuanzhong Xu and
Keran Rong and
Alexander Kolesnikov and
Mojtaba Seyedhosseini and
Anelia Angelova and
Xiaohua Zhai and
Neil Houlsby and
Radu Soricut},
title = {On Scaling Up a Multilingual Vision and Language Model},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
pages = {14432--14444},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CVPR52733.2024.01368},
doi = {10.1109/CVPR52733.2024.01368},
timestamp = {Sun, 19 Jan 2025 13:39:05 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChenDPMCWRGWTS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TschannenEM24,
author = {Michael Tschannen and
Cian Eastwood and
Fabian Mentzer},
editor = {Ales Leonardis and
Elisa Ricci and
Stefan Roth and
Olga Russakovsky and
Torsten Sattler and
G{\"{u}}l Varol},
title = {{GIVT:} Generative Infinite-Vocabulary Transformers},
booktitle = {Computer Vision - {ECCV} 2024 - 18th European Conference, Milan, Italy,
September 29-October 4, 2024, Proceedings, Part {LVII}},
series = {Lecture Notes in Computer Science},
volume = {15115},
pages = {292--309},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72998-0\_17},
doi = {10.1007/978-3-031-72998-0\_17},
timestamp = {Thu, 10 Oct 2024 11:14:04 +0200},
biburl = {https://dblp.org/rec/conf/eccv/TschannenEM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MentzerMAT24,
author = {Fabian Mentzer and
David Minnen and
Eirikur Agustsson and
Michael Tschannen},
title = {Finite Scalar Quantization: {VQ-VAE} Made Simple},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=8ishA3LxN8},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MentzerMAT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WanTXPA0PSBZ24,
author = {Bo Wan and
Michael Tschannen and
Yongqin Xian and
Filip Pavetic and
Ibrahim M. Alabdulmohsin and
Xiao Wang and
Andr{\'{e}} Susano Pinto and
Andreas Steiner and
Lucas Beyer and
Xiaohua Zhai},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {LocCa: Visual Pretraining with Location-aware Captioners},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/d303b4f1ef8d8274ae6b152df70f5406-Abstract-Conference.html},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WanTXPA0PSBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01974,
author = {Aleksandar Stanic and
Sergi Caelles and
Michael Tschannen},
title = {Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as
Programmers},
journal = {CoRR},
volume = {abs/2401.01974},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01974},
doi = {10.48550/ARXIV.2401.01974},
eprinttype = {arXiv},
eprint = {2401.01974},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19596,
author = {Bo Wan and
Michael Tschannen and
Yongqin Xian and
Filip Pavetic and
Ibrahim Alabdulmohsin and
Xiao Wang and
Andr{\'{e}} Susano Pinto and
Andreas Steiner and
Lucas Beyer and
Xiaohua Zhai},
title = {LocCa: Visual Pretraining with Location-aware Captioners},
journal = {CoRR},
volume = {abs/2403.19596},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19596},
doi = {10.48550/ARXIV.2403.19596},
eprinttype = {arXiv},
eprint = {2403.19596},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07726,
author = {Lucas Beyer and
Andreas Steiner and
Andr{\'{e}} Susano Pinto and
Alexander Kolesnikov and
Xiao Wang and
Daniel Salz and
Maxim Neumann and
Ibrahim Alabdulmohsin and
Michael Tschannen and
Emanuele Bugliarello and
Thomas Unterthiner and
Daniel Keysers and
Skanda Koppula and
Fangyu Liu and
Adam Grycner and
Alexey A. Gritsenko and
Neil Houlsby and
Manoj Kumar and
Keran Rong and
Julian Eisenschlos and
Rishabh Kabra and
Matthias Bauer and
Matko Bosnjak and
Xi Chen and
Matthias Minderer and
Paul Voigtlaender and
Ioana Bica and
Ivana Balazevic and
Joan Puigcerver and
Pinelopi Papalampidi and
Olivier J. H{\'{e}}naff and
Xi Xiong and
Radu Soricut and
Jeremiah Harmsen and
Xiaohua Zhai},
title = {PaliGemma: {A} versatile 3B {VLM} for transfer},
journal = {CoRR},
volume = {abs/2407.07726},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07726},
doi = {10.48550/ARXIV.2407.07726},
eprinttype = {arXiv},
eprint = {2407.07726},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-19722,
author = {Michael Tschannen and
Andr{\'{e}} Susano Pinto and
Alexander Kolesnikov},
title = {JetFormer: An Autoregressive Generative Model of Raw Images and Text},
journal = {CoRR},
volume = {abs/2411.19722},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.19722},
doi = {10.48550/ARXIV.2411.19722},
eprinttype = {arXiv},
eprint = {2411.19722},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-19722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-03555,
author = {Andreas Steiner and
Andr{\'{e}} Susano Pinto and
Michael Tschannen and
Daniel Keysers and
Xiao Wang and
Yonatan Bitton and
Alexey A. Gritsenko and
Matthias Minderer and
Anthony Sherbondy and
Shangbang Long and
Siyang Qin and
R. Reeve Ingle and
Emanuele Bugliarello and
Sahar Kazemzadeh and
Thomas Mesnard and
Ibrahim Alabdulmohsin and
Lucas Beyer and
Xiaohua Zhai},
title = {PaliGemma 2: {A} Family of Versatile VLMs for Transfer},
journal = {CoRR},
volume = {abs/2412.03555},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.03555},
doi = {10.48550/ARXIV.2412.03555},
eprinttype = {arXiv},
eprint = {2412.03555},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-03555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-15129,
author = {Alexander Kolesnikov and
Andr{\'{e}} Susano Pinto and
Michael Tschannen},
title = {Jet: {A} Modern Transformer-Based Normalizing Flow},
journal = {CoRR},
volume = {abs/2412.15129},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.15129},
doi = {10.48550/ARXIV.2412.15129},
eprinttype = {arXiv},
eprint = {2412.15129},
timestamp = {Thu, 23 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-15129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TschannenMH23,
author = {Michael Tschannen and
Basil Mustafa and
Neil Houlsby},
title = {{CLIPPO:} Image-and-Language Understanding from Pixels Only},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {11006--11017},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01059},
doi = {10.1109/CVPR52729.2023.01059},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TschannenMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BeyerI0CKZMTAP23,
author = {Lucas Beyer and
Pavel Izmailov and
Alexander Kolesnikov and
Mathilde Caron and
Simon Kornblith and
Xiaohua Zhai and
Matthias Minderer and
Michael Tschannen and
Ibrahim Alabdulmohsin and
Filip Pavetic},
title = {FlexiViT: One Model for All Patch Sizes},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {14496--14506},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01393},
doi = {10.1109/CVPR52729.2023.01393},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/BeyerI0CKZMTAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MentzerAT23,
author = {Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen},
title = {{M2T:} Masking Transformers Twice for Faster Decoding},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {5317--5326},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00492},
doi = {10.1109/ICCV51070.2023.00492},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MentzerAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001DMPHGSCGAJB23,
author = {Mostafa Dehghani and
Josip Djolonga and
Basil Mustafa and
Piotr Padlewski and
Jonathan Heek and
Justin Gilmer and
Andreas Peter Steiner and
Mathilde Caron and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Rodolphe Jenatton and
Lucas Beyer and
Michael Tschannen and
Anurag Arnab and
Xiao Wang and
Carlos Riquelme Ruiz and
Matthias Minderer and
Joan Puigcerver and
Utku Evci and
Manoj Kumar and
Sjoerd van Steenkiste and
Gamaleldin Fathy Elsayed and
Aravindh Mahendran and
Fisher Yu and
Avital Oliver and
Fantine Huot and
Jasmijn Bastings and
Mark Collier and
Alexey A. Gritsenko and
Vighnesh Birodkar and
Cristina Nader Vasconcelos and
Yi Tay and
Thomas Mensink and
Alexander Kolesnikov and
Filip Pavetic and
Dustin Tran and
Thomas Kipf and
Mario Lucic and
Xiaohua Zhai and
Daniel Keysers and
Jeremiah J. Harmsen and
Neil Houlsby},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Scaling Vision Transformers to 22 Billion Parameters},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7480--7512},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/dehghani23a.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001DMPHGSCGAJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TschannenKSZHB23,
author = {Michael Tschannen and
Manoj Kumar and
Andreas Steiner and
Xiaohua Zhai and
Neil Houlsby and
Lucas Beyer},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Image Captioners Are Scalable Vision Learners Too},
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/92369a01fbe8046a093746389b2c413e-Abstract-Conference.html},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TschannenKSZHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05442,
author = {Mostafa Dehghani and
Josip Djolonga and
Basil Mustafa and
Piotr Padlewski and
Jonathan Heek and
Justin Gilmer and
Andreas Steiner and
Mathilde Caron and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Rodolphe Jenatton and
Lucas Beyer and
Michael Tschannen and
Anurag Arnab and
Xiao Wang and
Carlos Riquelme and
Matthias Minderer and
Joan Puigcerver and
Utku Evci and
Manoj Kumar and
Sjoerd van Steenkiste and
Gamaleldin F. Elsayed and
Aravindh Mahendran and
Fisher Yu and
Avital Oliver and
Fantine Huot and
Jasmijn Bastings and
Mark Patrick Collier and
Alexey A. Gritsenko and
Vighnesh Birodkar and
Cristina Nader Vasconcelos and
Yi Tay and
Thomas Mensink and
Alexander Kolesnikov and
Filip Pavetic and
Dustin Tran and
Thomas Kipf and
Mario Lucic and
Xiaohua Zhai and
Daniel Keysers and
Jeremiah Harmsen and
Neil Houlsby},
title = {Scaling Vision Transformers to 22 Billion Parameters},
journal = {CoRR},
volume = {abs/2302.05442},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05442},
doi = {10.48550/ARXIV.2302.05442},
eprinttype = {arXiv},
eprint = {2302.05442},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07313,
author = {Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen},
title = {{M2T:} Masking Transformers Twice for Faster Decoding},
journal = {CoRR},
volume = {abs/2304.07313},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07313},
doi = {10.48550/ARXIV.2304.07313},
eprinttype = {arXiv},
eprint = {2304.07313},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18565,
author = {Xi Chen and
Josip Djolonga and
Piotr Padlewski and
Basil Mustafa and
Soravit Changpinyo and
Jialin Wu and
Carlos Riquelme Ruiz and
Sebastian Goodman and
Xiao Wang and
Yi Tay and
Siamak Shakeri and
Mostafa Dehghani and
Daniel Salz and
Mario Lucic and
Michael Tschannen and
Arsha Nagrani and
Hexiang Hu and
Mandar Joshi and
Bo Pang and
Ceslee Montgomery and
Paulina Pietrzyk and
Marvin Ritter and
A. J. Piergiovanni and
Matthias Minderer and
Filip Pavetic and
Austin Waters and
Gang Li and
Ibrahim Alabdulmohsin and
Lucas Beyer and
Julien Amelot and
Kenton Lee and
Andreas Peter Steiner and
Yang Li and
Daniel Keysers and
Anurag Arnab and
Yuanzhong Xu and
Keran Rong and
Alexander Kolesnikov and
Mojtaba Seyedhosseini and
Anelia Angelova and
Xiaohua Zhai and
Neil Houlsby and
Radu Soricut},
title = {PaLI-X: On Scaling up a Multilingual Vision and Language Model},
journal = {CoRR},
volume = {abs/2305.18565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18565},
doi = {10.48550/ARXIV.2305.18565},
eprinttype = {arXiv},
eprint = {2305.18565},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07915,
author = {Michael Tschannen and
Manoj Kumar and
Andreas Steiner and
Xiaohua Zhai and
Neil Houlsby and
Lucas Beyer},
title = {Image Captioners Are Scalable Vision Learners Too},
journal = {CoRR},
volume = {abs/2306.07915},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07915},
doi = {10.48550/ARXIV.2306.07915},
eprinttype = {arXiv},
eprint = {2306.07915},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15505,
author = {Fabian Mentzer and
David Minnen and
Eirikur Agustsson and
Michael Tschannen},
title = {Finite Scalar Quantization: {VQ-VAE} Made Simple},
journal = {CoRR},
volume = {abs/2309.15505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15505},
doi = {10.48550/ARXIV.2309.15505},
eprinttype = {arXiv},
eprint = {2309.15505},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02116,
author = {Michael Tschannen and
Cian Eastwood and
Fabian Mentzer},
title = {{GIVT:} Generative Infinite-Vocabulary Transformers},
journal = {CoRR},
volume = {abs/2312.02116},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02116},
doi = {10.48550/ARXIV.2312.02116},
eprinttype = {arXiv},
eprint = {2312.02116},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VolokitinBBMAT22,
author = {Anna Volokitin and
Stefan Brugger and
Ali Benlalah and
Sebastian Martin and
Brian Amberg and
Michael Tschannen},
title = {Neural Face Video Compression using Multiple Views},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {1737--1741},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00182},
doi = {10.1109/CVPRW56347.2022.00182},
timestamp = {Mon, 29 Aug 2022 11:44:03 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VolokitinBBMAT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15401,
author = {Anna Volokitin and
Stefan Brugger and
Ali Benlalah and
Sebastian Martin and
Brian Amberg and
Michael Tschannen},
title = {Neural Face Video Compression using Multiple Views},
journal = {CoRR},
volume = {abs/2203.15401},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15401},
doi = {10.48550/ARXIV.2203.15401},
eprinttype = {arXiv},
eprint = {2203.15401},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08013,
author = {Lucas Beyer and
Pavel Izmailov and
Alexander Kolesnikov and
Mathilde Caron and
Simon Kornblith and
Xiaohua Zhai and
Matthias Minderer and
Michael Tschannen and
Ibrahim Alabdulmohsin and
Filip Pavetic},
title = {FlexiViT: One Model for All Patch Sizes},
journal = {CoRR},
volume = {abs/2212.08013},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08013},
doi = {10.48550/ARXIV.2212.08013},
eprinttype = {arXiv},
eprint = {2212.08013},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08045,
author = {Michael Tschannen and
Basil Mustafa and
Neil Houlsby},
title = {Image-and-Language Understanding from Pixels Only},
journal = {CoRR},
volume = {abs/2212.08045},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08045},
doi = {10.48550/ARXIV.2212.08045},
eprinttype = {arXiv},
eprint = {2212.08045},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DjolongaYTRB0PM21,
author = {Josip Djolonga and
Jessica Yung and
Michael Tschannen and
Rob Romijnders and
Lucas Beyer and
Alexander Kolesnikov and
Joan Puigcerver and
Matthias Minderer and
Alexander D'Amour and
Dan Moldovan and
Sylvain Gelly and
Neil Houlsby and
Xiaohua Zhai and
Mario Lucic},
title = {On Robustness and Transferability of Convolutional Neural Networks},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {16458--16468},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Djolonga\_On\_Robustness\_and\_Transferability\_of\_Convolutional\_Neural\_Networks\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01619},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DjolongaYTRB0PM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/RomijndersMTDRH21,
author = {Rob Romijnders and
Aravindh Mahendran and
Michael Tschannen and
Josip Djolonga and
Marvin Ritter and
Neil Houlsby and
Mario Lucic},
title = {Representation learning from videos in-the-wild: An object-centric
approach},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {177--187},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00022},
doi = {10.1109/WACV48630.2021.00022},
timestamp = {Fri, 18 Jun 2021 10:51:54 +0200},
biburl = {https://dblp.org/rec/conf/wacv/RomijndersMTDRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MentzerGT20,
author = {Fabian Mentzer and
Luc Van Gool and
Michael Tschannen},
title = {Learning Better Lossless Compression Using Lossy Compression},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {6637--6646},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Mentzer\_Learning\_Better\_Lossless\_Compression\_Using\_Lossy\_Compression\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00667},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MentzerGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TschannenDRMHGL20,
author = {Michael Tschannen and
Josip Djolonga and
Marvin Ritter and
Aravindh Mahendran and
Neil Houlsby and
Sylvain Gelly and
Mario Lucic},
title = {Self-Supervised Learning of Video-Induced Visual Invariances},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {13803--13812},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Tschannen\_Self-Supervised\_Learning\_of\_Video-Induced\_Visual\_Invariances\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01382},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TschannenDRMHGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LocatelloTBRSB20,
author = {Francesco Locatello and
Michael Tschannen and
Stefan Bauer and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Disentangling Factors of Variations Using Few Labels},
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=SygagpEKwB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LocatelloTBRSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TschannenDRGL20,
author = {Michael Tschannen and
Josip Djolonga and
Paul K. Rubenstein and
Sylvain Gelly and
Mario Lucic},
title = {On Mutual Information Maximization for Representation Learning},
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=rkxoh24FPH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TschannenDRGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LocatelloPRSBT20,
author = {Francesco Locatello and
Ben Poole and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem and
Michael Tschannen},
title = {Weakly-Supervised Disentanglement Without Compromises},
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 = {6348--6359},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/locatello20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LocatelloPRSBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MindererBHT20,
author = {Matthias Minderer and
Olivier Bachem and
Neil Houlsby and
Michael Tschannen},
title = {Automatic Shortcut Removal for Self-Supervised Representation Learning},
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 = {6927--6937},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/minderer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MindererBHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MentzerTTA20,
author = {Fabian Mentzer and
George Toderici and
Michael Tschannen and
Eirikur Agustsson},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {High-Fidelity Generative Image Compression},
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/8a50bae297807da9e97722a0b3fd8f27-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MentzerTTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02886,
author = {Francesco Locatello and
Ben Poole and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem and
Michael Tschannen},
title = {Weakly-Supervised Disentanglement Without Compromises},
journal = {CoRR},
volume = {abs/2002.02886},
year = {2020},
url = {https://arxiv.org/abs/2002.02886},
eprinttype = {arXiv},
eprint = {2002.02886},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08822,
author = {Matthias Minderer and
Olivier Bachem and
Neil Houlsby and
Michael Tschannen},
title = {Automatic Shortcut Removal for Self-Supervised Representation Learning},
journal = {CoRR},
volume = {abs/2002.08822},
year = {2020},
url = {https://arxiv.org/abs/2002.08822},
eprinttype = {arXiv},
eprint = {2002.08822},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10184,
author = {Fabian Mentzer and
Luc Van Gool and
Michael Tschannen},
title = {Learning Better Lossless Compression Using Lossy Compression},
journal = {CoRR},
volume = {abs/2003.10184},
year = {2020},
url = {https://arxiv.org/abs/2003.10184},
eprinttype = {arXiv},
eprint = {2003.10184},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09965,
author = {Fabian Mentzer and
George Toderici and
Michael Tschannen and
Eirikur Agustsson},
title = {High-Fidelity Generative Image Compression},
journal = {CoRR},
volume = {abs/2006.09965},
year = {2020},
url = {https://arxiv.org/abs/2006.09965},
eprinttype = {arXiv},
eprint = {2006.09965},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08558,
author = {Josip Djolonga and
Jessica Yung and
Michael Tschannen and
Rob Romijnders and
Lucas Beyer and
Alexander Kolesnikov and
Joan Puigcerver and
Matthias Minderer and
Alexander D'Amour and
Dan Moldovan and
Sylvain Gelly and
Neil Houlsby and
Xiaohua Zhai and
Mario Lucic},
title = {On Robustness and Transferability of Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2007.08558},
year = {2020},
url = {https://arxiv.org/abs/2007.08558},
eprinttype = {arXiv},
eprint = {2007.08558},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02808,
author = {Rob Romijnders and
Aravindh Mahendran and
Michael Tschannen and
Josip Djolonga and
Marvin Ritter and
Neil Houlsby and
Mario Lucic},
title = {Representation learning from videos in-the-wild: An object-centric
approach},
journal = {CoRR},
volume = {abs/2010.02808},
year = {2020},
url = {https://arxiv.org/abs/2010.02808},
eprinttype = {arXiv},
eprint = {2010.02808},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Tschannen19,
author = {Michael Tschannen},
title = {Unsupervised learning: model-based clustering and learned compression},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2019},
url = {https://d-nb.info/1181814359},
isbn = {978-3-86628-637-5},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Tschannen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MentzerATTG19,
author = {Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen and
Radu Timofte and
Luc Van Gool},
title = {Practical Full Resolution Learned Lossless Image Compression},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {10629--10638},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Mentzer\_Practical\_Full\_Resolution\_Learned\_Lossless\_Image\_Compression\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01088},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MentzerATTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AgustssonTMTG19,
author = {Eirikur Agustsson and
Michael Tschannen and
Fabian Mentzer and
Radu Timofte and
Luc Van Gool},
title = {Generative Adversarial Networks for Extreme Learned Image Compression},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {221--231},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00031},
doi = {10.1109/ICCV.2019.00031},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/AgustssonTMTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LucicTRZBG19,
author = {Mario Lucic and
Michael Tschannen and
Marvin Ritter and
Xiaohua Zhai and
Olivier Bachem and
Sylvain Gelly},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {High-Fidelity Image Generation With Fewer Labels},
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 = {4183--4192},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/lucic19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/LucicTRZBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02271,
author = {Mario Lucic and
Michael Tschannen and
Marvin Ritter and
Xiaohua Zhai and
Olivier Bachem and
Sylvain Gelly},
title = {High-Fidelity Image Generation With Fewer Labels},
journal = {CoRR},
volume = {abs/1903.02271},
year = {2019},
url = {http://arxiv.org/abs/1903.02271},
eprinttype = {arXiv},
eprint = {1903.02271},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01258,
author = {Francesco Locatello and
Michael Tschannen and
Stefan Bauer and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Disentangling Factors of Variation Using Few Labels},
journal = {CoRR},
volume = {abs/1905.01258},
year = {2019},
url = {http://arxiv.org/abs/1905.01258},
eprinttype = {arXiv},
eprint = {1905.01258},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13625,
author = {Michael Tschannen and
Josip Djolonga and
Paul K. Rubenstein and
Sylvain Gelly and
Mario Lucic},
title = {On Mutual Information Maximization for Representation Learning},
journal = {CoRR},
volume = {abs/1907.13625},
year = {2019},
url = {http://arxiv.org/abs/1907.13625},
eprinttype = {arXiv},
eprint = {1907.13625},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04867,
author = {Xiaohua Zhai and
Joan Puigcerver and
Alexander Kolesnikov and
Pierre Ruyssen and
Carlos Riquelme and
Mario Lucic and
Josip Djolonga and
Andr{\'{e}} Susano Pinto and
Maxim Neumann and
Alexey Dosovitskiy and
Lucas Beyer and
Olivier Bachem and
Michael Tschannen and
Marcin Michalski and
Olivier Bousquet and
Sylvain Gelly and
Neil Houlsby},
title = {The Visual Task Adaptation Benchmark},
journal = {CoRR},
volume = {abs/1910.04867},
year = {2019},
url = {http://arxiv.org/abs/1910.04867},
eprinttype = {arXiv},
eprint = {1910.04867},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11357,
author = {Samaneh Azadi and
Michael Tschannen and
Eric Tzeng and
Sylvain Gelly and
Trevor Darrell and
Mario Lucic},
title = {Semantic Bottleneck Scene Generation},
journal = {CoRR},
volume = {abs/1911.11357},
year = {2019},
url = {http://arxiv.org/abs/1911.11357},
eprinttype = {arXiv},
eprint = {1911.11357},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02783,
author = {Michael Tschannen and
Josip Djolonga and
Marvin Ritter and
Aravindh Mahendran and
Neil Houlsby and
Sylvain Gelly and
Mario Lucic},
title = {Self-Supervised Learning of Video-Induced Visual Invariances},
journal = {CoRR},
volume = {abs/1912.02783},
year = {2019},
url = {http://arxiv.org/abs/1912.02783},
eprinttype = {arXiv},
eprint = {1912.02783},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TschannenB18,
author = {Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Noisy Subspace Clustering via Matching Pursuits},
journal = {{IEEE} Trans. Inf. Theory},
volume = {64},
number = {6},
pages = {4081--4104},
year = {2018},
url = {https://doi.org/10.1109/TIT.2018.2812824},
doi = {10.1109/TIT.2018.2812824},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TschannenB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AgustssonTMTG18,
author = {Eirikur Agustsson and
Michael Tschannen and
Fabian Mentzer and
Radu Timofte and
Luc Van Gool},
title = {Extreme Learned Image Compression with GANs},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {2587--2590},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w50/html/Agustsson\_Extreme\_Learned\_Image\_CVPR\_2018\_paper.html},
timestamp = {Tue, 31 Aug 2021 14:00:25 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AgustssonTMTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MentzerATTG18,
author = {Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen and
Radu Timofte and
Luc Van Gool},
title = {Conditional Probability Models for Deep Image Compression},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {4394--4402},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Mentzer\_Conditional\_Probability\_Models\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00462},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MentzerATTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TorfasonMATTG18,
author = {Robert Torfason and
Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen and
Radu Timofte and
Luc Van Gool},
title = {Towards Image Understanding from Deep Compression Without Decoding},
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=HkXWCMbRW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TorfasonMATTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FurlanelloLTIA18,
author = {Tommaso Furlanello and
Zachary Chase Lipton and
Michael Tschannen and
Laurent Itti and
Anima Anandkumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Born-Again Neural Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1602--1611},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/furlanello18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FurlanelloLTIA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TschannenKA18,
author = {Michael Tschannen and
Aran Khanna and
Animashree Anandkumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {StrassenNets: Deep Learning with a Multiplication Budget},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4992--5001},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/tschannen18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TschannenKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TschannenAL18,
author = {Michael Tschannen and
Eirikur Agustsson and
Mario Lucic},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Deep Generative Models for Distribution-Preserving Lossy Compression},
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 = {5933--5944},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/801fd8c2a4e79c1d24a40dc735c051ae-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TschannenAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04260,
author = {Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen and
Radu Timofte and
Luc Van Gool},
title = {Conditional Probability Models for Deep Image Compression},
journal = {CoRR},
volume = {abs/1801.04260},
year = {2018},
url = {http://arxiv.org/abs/1801.04260},
eprinttype = {arXiv},
eprint = {1801.04260},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06131,
author = {Robert Torfason and
Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen and
Radu Timofte and
Luc Van Gool},
title = {Towards Image Understanding from Deep Compression without Decoding},
journal = {CoRR},
volume = {abs/1803.06131},
year = {2018},
url = {http://arxiv.org/abs/1803.06131},
eprinttype = {arXiv},
eprint = {1803.06131},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02958,
author = {Eirikur Agustsson and
Michael Tschannen and
Fabian Mentzer and
Radu Timofte and
Luc Van Gool},
title = {Generative Adversarial Networks for Extreme Learned Image Compression},
journal = {CoRR},
volume = {abs/1804.02958},
year = {2018},
url = {http://arxiv.org/abs/1804.02958},
eprinttype = {arXiv},
eprint = {1804.02958},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04770,
author = {Tommaso Furlanello and
Zachary C. Lipton and
Michael Tschannen and
Laurent Itti and
Anima Anandkumar},
title = {Born Again Neural Networks},
journal = {CoRR},
volume = {abs/1805.04770},
year = {2018},
url = {http://arxiv.org/abs/1805.04770},
eprinttype = {arXiv},
eprint = {1805.04770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11057,
author = {Michael Tschannen and
Eirikur Agustsson and
Mario Lucic},
title = {Deep Generative Models for Distribution-Preserving Lossy Compression},
journal = {CoRR},
volume = {abs/1805.11057},
year = {2018},
url = {http://arxiv.org/abs/1805.11057},
eprinttype = {arXiv},
eprint = {1805.11057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12817,
author = {Fabian Mentzer and
Eirikur Agustsson and
Michael Tschannen and
Radu Timofte and
Luc Van Gool},
title = {Practical Full Resolution Learned Lossless Image Compression},
journal = {CoRR},
volume = {abs/1811.12817},
year = {2018},
url = {http://arxiv.org/abs/1811.12817},
eprinttype = {arXiv},
eprint = {1811.12817},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05069,
author = {Michael Tschannen and
Olivier Bachem and
Mario Lucic},
title = {Recent Advances in Autoencoder-Based Representation Learning},
journal = {CoRR},
volume = {abs/1812.05069},
year = {2018},
url = {http://arxiv.org/abs/1812.05069},
eprinttype = {arXiv},
eprint = {1812.05069},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LocatelloKTJ17,
author = {Francesco Locatello and
Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {860--868},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/locatello17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LocatelloKTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/ZihlmannPT17,
author = {Martin Zihlmann and
Dmytro Perekrestenko and
Michael Tschannen},
title = {Convolutional Recurrent Neural Networks for Electrocardiogram Classification},
booktitle = {Computing in Cardiology, CinC 2007, Rennes, France, September 24-27,
2017},
publisher = {www.cinc.org},
year = {2017},
url = {https://doi.org/10.22489/CinC.2017.070-060},
doi = {10.22489/CINC.2017.070-060},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cinc/ZihlmannPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/TschannenCMWB17,
author = {Michael Tschannen and
Lukas Cavigelli and
Fabian Mentzer and
Thomas Wiatowski and
Luca Benini},
title = {Deep structured features for semantic segmentation},
booktitle = {25th European Signal Processing Conference, {EUSIPCO} 2017, Kos, Greece,
August 28 - September 2, 2017},
pages = {61--65},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/EUSIPCO.2017.8081169},
doi = {10.23919/EUSIPCO.2017.8081169},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/TschannenCMWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LocatelloTRJ17,
author = {Francesco Locatello and
Michael Tschannen and
Gunnar R{\"{a}}tsch and
Martin Jaggi},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Greedy Algorithms for Cone Constrained Optimization with Convergence
Guarantees},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {773--784},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/63538fe6ef330c13a05a3ed7e599d5f7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/LocatelloTRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgustssonMTCTBG17,
author = {Eirikur Agustsson and
Fabian Mentzer and
Michael Tschannen and
Lukas Cavigelli and
Radu Timofte and
Luca Benini and
Luc Van Gool},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Soft-to-Hard Vector Quantization for End-to-End Learning Compressible
Representations},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1141--1151},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/86b122d4358357d834a87ce618a55de0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AgustssonMTCTBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LocatelloKTJ17,
author = {Francesco Locatello and
Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
title = {A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe},
journal = {CoRR},
volume = {abs/1702.06457},
year = {2017},
url = {http://arxiv.org/abs/1702.06457},
eprinttype = {arXiv},
eprint = {1702.06457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LocatelloKTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgustssonMTCTBG17,
author = {Eirikur Agustsson and
Fabian Mentzer and
Michael Tschannen and
Lukas Cavigelli and
Radu Timofte and
Luca Benini and
Luc Van Gool},
title = {Soft-to-Hard Vector Quantization for End-to-End Learned Compression
of Images and Neural Networks},
journal = {CoRR},
volume = {abs/1704.00648},
year = {2017},
url = {http://arxiv.org/abs/1704.00648},
eprinttype = {arXiv},
eprint = {1704.00648},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AgustssonMTCTBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LocatelloTRJ17,
author = {Francesco Locatello and
Michael Tschannen and
Gunnar R{\"{a}}tsch and
Martin Jaggi},
title = {Greedy Algorithms for Cone Constrained Optimization with Convergence
Guarantees},
journal = {CoRR},
volume = {abs/1705.11041},
year = {2017},
url = {http://arxiv.org/abs/1705.11041},
eprinttype = {arXiv},
eprint = {1705.11041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LocatelloTRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06122,
author = {Martin Zihlmann and
Dmytro Perekrestenko and
Michael Tschannen},
title = {Convolutional Recurrent Neural Networks for Electrocardiogram Classification},
journal = {CoRR},
volume = {abs/1710.06122},
year = {2017},
url = {http://arxiv.org/abs/1710.06122},
eprinttype = {arXiv},
eprint = {1710.06122},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-03942,
author = {Michael Tschannen and
Aran Khanna and
Anima Anandkumar},
title = {StrassenNets: Deep learning with a multiplication budget},
journal = {CoRR},
volume = {abs/1712.03942},
year = {2017},
url = {http://arxiv.org/abs/1712.03942},
eprinttype = {arXiv},
eprint = {1712.03942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-03942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/TschannenVGSF16,
author = {Michael Tschannen and
Lazaros Vlachopoulos and
Christian Gerber and
G{\'{a}}bor Sz{\'{e}}kely and
Philipp F{\"{u}}rnstahl},
title = {Regression forest-based automatic estimation of the articular margin
plane for shoulder prosthesis planning},
journal = {Medical Image Anal.},
volume = {31},
pages = {88--97},
year = {2016},
url = {https://doi.org/10.1016/j.media.2016.02.008},
doi = {10.1016/J.MEDIA.2016.02.008},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/TschannenVGSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/TschannenKMHW16,
author = {Michael Tschannen and
Thomas Kramer and
Gian Marti and
Matthias Heinzmann and
Thomas Wiatowski},
title = {Heart Sound Classification Using Deep Structured Features},
booktitle = {Computing in Cardiology, CinC 2016, Vancouver, Canada, September 11-14,
2016},
publisher = {www.cinc.org},
year = {2016},
url = {http://www.cinc.org/archives/2016/pdf/162-186.pdf},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/cinc/TschannenKMHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WiatowskiTSGB16,
author = {Thomas Wiatowski and
Michael Tschannen and
Aleksandar Stanic and
Philipp Grohs and
Helmut B{\"{o}}lcskei},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Discrete Deep Feature Extraction: {A} Theory and New Architectures},
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 = {2149--2158},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/wiatowski16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/WiatowskiTSGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhannaTJ16,
author = {Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
title = {Pursuits in Structured Non-Convex Matrix Factorizations},
journal = {CoRR},
volume = {abs/1602.04208},
year = {2016},
url = {http://arxiv.org/abs/1602.04208},
eprinttype = {arXiv},
eprint = {1602.04208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhannaTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WiatowskiTSGB16,
author = {Thomas Wiatowski and
Michael Tschannen and
Aleksandar Stanic and
Philipp Grohs and
Helmut B{\"{o}}lcskei},
title = {Discrete Deep Feature Extraction: {A} Theory and New Architectures},
journal = {CoRR},
volume = {abs/1605.08283},
year = {2016},
url = {http://arxiv.org/abs/1605.08283},
eprinttype = {arXiv},
eprint = {1605.08283},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WiatowskiTSGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TschannenCMWB16,
author = {Michael Tschannen and
Lukas Cavigelli and
Fabian Mentzer and
Thomas Wiatowski and
Luca Benini},
title = {Deep Structured Features for Semantic Segmentation},
journal = {CoRR},
volume = {abs/1609.07916},
year = {2016},
url = {http://arxiv.org/abs/1609.07916},
eprinttype = {arXiv},
eprint = {1609.07916},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TschannenCMWB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TschannenB16,
author = {Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Robust nonparametric nearest neighbor random process clustering},
journal = {CoRR},
volume = {abs/1612.01103},
year = {2016},
url = {http://arxiv.org/abs/1612.01103},
eprinttype = {arXiv},
eprint = {1612.01103},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TschannenB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TschannenB16a,
author = {Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Noisy subspace clustering via matching pursuits},
journal = {CoRR},
volume = {abs/1612.03450},
year = {2016},
url = {http://arxiv.org/abs/1612.03450},
eprinttype = {arXiv},
eprint = {1612.03450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TschannenB16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/TschannenB15,
author = {Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Nonparametric nearest neighbor random process clustering},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
Hong Kong, China, June 14-19, 2015},
pages = {1207--1211},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISIT.2015.7282647},
doi = {10.1109/ISIT.2015.7282647},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/TschannenB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TschannenB15,
author = {Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Nonparametric Nearest Neighbor Random Process Clustering},
journal = {CoRR},
volume = {abs/1504.05059},
year = {2015},
url = {http://arxiv.org/abs/1504.05059},
eprinttype = {arXiv},
eprint = {1504.05059},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TschannenB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelTB15,
author = {Reinhard Heckel and
Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Dimensionality-reduced subspace clustering},
journal = {CoRR},
volume = {abs/1507.07105},
year = {2015},
url = {http://arxiv.org/abs/1507.07105},
eprinttype = {arXiv},
eprint = {1507.07105},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HeckelTB14,
author = {Reinhard Heckel and
Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Subspace clustering of dimensionality-reduced data},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {2997--3001},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875384},
doi = {10.1109/ISIT.2014.6875384},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HeckelTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelTB14,
author = {Reinhard Heckel and
Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Subspace clustering of dimensionality-reduced data},
journal = {CoRR},
volume = {abs/1404.6818},
year = {2014},
url = {http://arxiv.org/abs/1404.6818},
eprinttype = {arXiv},
eprint = {1404.6818},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LucaTST13,
author = {Valeria De Luca and
Michael Tschannen and
G{\'{a}}bor Sz{\'{e}}kely and
Christine Tanner},
editor = {Kensaku Mori and
Ichiro Sakuma and
Yoshinobu Sato and
Christian Barillot and
Nassir Navab},
title = {A Learning-Based Approach for Fast and Robust Vessel Tracking in Long
Ultrasound Sequences},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2013 - 16th International Conference, Nagoya, Japan, September 22-26,
2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8149},
pages = {518--525},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40811-3\_65},
doi = {10.1007/978-3-642-40811-3\_65},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LucaTST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/curac/TschannenTWPW12,
author = {Michael Tschannen and
Grzegorz Toporek and
Daphn{\'{e}} Wallach and
Matthias Peterhans and
Stefan Weber},
editor = {Katja B{\"{u}}hler and
Hubertus Feussner and
Wolfgang Freysinger and
Thomas Klenzner and
Arya Nabavi and
Stefan Weber},
title = {Single Marker Localization for Automatic Patient Registration in Interventional
Radiology},
booktitle = {11. Jahrestagung der Deutschen Gesellschaft f{\"{u}}r Computer-
und Roboterassistierte Chirurgie, November 15-16, 2012, D{\"{u}}sseldorf,
Germany},
series = {{CEUR} Workshop Proceedings},
volume = {1429},
pages = {31--34},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-1429/Proceedings\_CURAC\_2012\_Paper\_29.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:18 +0100},
biburl = {https://dblp.org/rec/conf/curac/TschannenTWPW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/RennhardTC12,
author = {Marc Rennhard and
Michael Tschannen and
Tobias Christen},
editor = {Hamed Haddadi and
Eiko Yoneki},
title = {SecureSafe: a highly secure online data safe industrial use case},
booktitle = {Proceedings of the First Workshop on Measurement, Privacy, and Mobility,
{MPM} '12, Bern, Switzerland, April 10, 2012},
pages = {1:1--1:6},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2181196.2181197},
doi = {10.1145/2181196.2181197},
timestamp = {Thu, 06 Jan 2022 15:47:25 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/RennhardTC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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