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ORCIDBibTeX records: Mario Lucic
@article{DBLP:journals/tog/DuckworthHRZTLSB24,
author = {Daniel Duckworth and
Peter Hedman and
Christian Reiser and
Peter Zhizhin and
Jean{-}Fran{\c{c}}ois Thibert and
Mario Lucic and
Richard Szeliski and
Jonathan T. Barron},
title = {{SMERF:} Streamable Memory Efficient Radiance Fields for Real-Time
Large-Scene Exploration},
journal = {{ACM} Trans. Graph.},
volume = {43},
number = {4},
pages = {63:1--63:13},
year = {2024},
url = {https://doi.org/10.1145/3658193},
doi = {10.1145/3658193},
timestamp = {Sat, 21 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/DuckworthHRZTLSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LikhosherstovACLTD23,
author = {Valerii Likhosherstov and
Anurag Arnab and
Krzysztof Marcin Choromanski and
Mario Lucic and
Yi Tay and
Mostafa Dehghani},
title = {PolyViT: Co-training Vision Transformers on Images, Videos and Audio},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=zKnqZeUCLO},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LikhosherstovACLTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SajjadiMKPDLG23,
author = {Mehdi S. M. Sajjadi and
Aravindh Mahendran and
Thomas Kipf and
Etienne Pot and
Daniel Duckworth and
Mario Lucic and
Klaus Greff},
title = {{RUST:} Latent Neural Scene Representations from Unposed Imagery},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {17297--17306},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01659},
doi = {10.1109/CVPR52729.2023.01659},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SajjadiMKPDLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HeigoldKMLG0BK23,
author = {Georg Heigold and
Daniel Keysers and
Matthias Minderer and
Mario Lucic and
Alexey A. Gritsenko and
Fisher Yu and
Alex Bewley and
Thomas Kipf},
title = {Video OWL-ViT: Temporally-consistent open-world localization in video},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {13756--13765},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01269},
doi = {10.1109/ICCV51070.2023.01269},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/HeigoldKMLG0BK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GeorgescuFILSA23,
author = {Mariana{-}Iuliana Georgescu and
Eduardo Fonseca and
Radu Tudor Ionescu and
Mario Lucic and
Cordelia Schmid and
Anurag Arnab},
title = {Audiovisual Masked Autoencoders},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {16098--16108},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01479},
doi = {10.1109/ICCV51070.2023.01479},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GeorgescuFILSA23.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/0001MDHMCSPGAOP23,
author = {Mostafa Dehghani and
Basil Mustafa and
Josip Djolonga and
Jonathan Heek and
Matthias Minderer and
Mathilde Caron and
Andreas Steiner and
Joan Puigcerver and
Robert Geirhos and
Ibrahim M. Alabdulmohsin and
Avital Oliver and
Piotr Padlewski and
Alexey A. Gritsenko and
Mario Lucic and
Neil Houlsby},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and
Resolution},
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/06ea400b9b7cfce6428ec27a371632eb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001MDHMCSPGAOP23.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 = {Mon, 08 Jul 2024 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-2304-12160,
author = {Alexey A. Gritsenko and
Xuehan Xiong and
Josip Djolonga and
Mostafa Dehghani and
Chen Sun and
Mario Lucic and
Cordelia Schmid and
Anurag Arnab},
title = {End-to-End Spatio-Temporal Action Localisation with Video Transformers},
journal = {CoRR},
volume = {abs/2304.12160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12160},
doi = {10.48550/ARXIV.2304.12160},
eprinttype = {arXiv},
eprint = {2304.12160},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12160.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-2307-06304,
author = {Mostafa Dehghani and
Basil Mustafa and
Josip Djolonga and
Jonathan Heek and
Matthias Minderer and
Mathilde Caron and
Andreas Steiner and
Joan Puigcerver and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Avital Oliver and
Piotr Padlewski and
Alexey A. Gritsenko and
Mario Lucic and
Neil Houlsby},
title = {Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and
Resolution},
journal = {CoRR},
volume = {abs/2307.06304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06304},
doi = {10.48550/ARXIV.2307.06304},
eprinttype = {arXiv},
eprint = {2307.06304},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11093,
author = {Georg Heigold and
Matthias Minderer and
Alexey A. Gritsenko and
Alex Bewley and
Daniel Keysers and
Mario Lucic and
Fisher Yu and
Thomas Kipf},
title = {Video OWL-ViT: Temporally-consistent open-world localization in video},
journal = {CoRR},
volume = {abs/2308.11093},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11093},
doi = {10.48550/ARXIV.2308.11093},
eprinttype = {arXiv},
eprint = {2308.11093},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07541,
author = {Daniel Duckworth and
Peter Hedman and
Christian Reiser and
Peter Zhizhin and
Jean{-}Fran{\c{c}}ois Thibert and
Mario Lucic and
Richard Szeliski and
Jonathan T. Barron},
title = {{SMERF:} Streamable Memory Efficient Radiance Fields for Real-Time
Large-Scene Exploration},
journal = {CoRR},
volume = {abs/2312.07541},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07541},
doi = {10.48550/ARXIV.2312.07541},
eprinttype = {arXiv},
eprint = {2312.07541},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DAmourHMAABCDEH22,
author = {Alexander D'Amour and
Katherine A. Heller and
Dan Moldovan and
Ben Adlam and
Babak Alipanahi and
Alex Beutel and
Christina Chen and
Jonathan Deaton and
Jacob Eisenstein and
Matthew D. Hoffman and
Farhad Hormozdiari and
Neil Houlsby and
Shaobo Hou and
Ghassen Jerfel and
Alan Karthikesalingam and
Mario Lucic and
Yi{-}An Ma and
Cory Y. McLean and
Diana Mincu and
Akinori Mitani and
Andrea Montanari and
Zachary Nado and
Vivek Natarajan and
Christopher Nielson and
Thomas F. Osborne and
Rajiv Raman and
Kim Ramasamy and
Rory Sayres and
Jessica Schrouff and
Martin Seneviratne and
Shannon Sequeira and
Harini Suresh and
Victor Veitch and
Max Vladymyrov and
Xuezhi Wang and
Kellie Webster and
Steve Yadlowsky and
Taedong Yun and
Xiaohua Zhai and
D. Sculley},
title = {Underspecification Presents Challenges for Credibility in Modern Machine
Learning},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {226:1--226:61},
year = {2022},
url = {https://jmlr.org/papers/v23/20-1335.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DAmourHMAABCDEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SajjadiMPBGRVLD22,
author = {Mehdi S. M. Sajjadi and
Henning Meyer and
Etienne Pot and
Urs Bergmann and
Klaus Greff and
Noha Radwan and
Suhani Vora and
Mario Lucic and
Daniel Duckworth and
Alexey Dosovitskiy and
Jakob Uszkoreit and
Thomas A. Funkhouser and
Andrea Tagliasacchi},
title = {Scene Representation Transformer: Geometry-Free Novel View Synthesis
Through Set-Latent Scene Representations},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {6219--6228},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00613},
doi = {10.1109/CVPR52688.2022.00613},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SajjadiMPBGRVLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RenggliPRPR0L22,
author = {C{\'{e}}dric Renggli and
Andr{\'{e}} Susano Pinto and
Luka Rimanic and
Joan Puigcerver and
Carlos Riquelme and
Ce Zhang and
Mario Lucic},
title = {Which Model to Transfer? Finding the Needle in the Growing Haystack},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {9195--9204},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00899},
doi = {10.1109/CVPR52688.2022.00899},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RenggliPRPR0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MentzerTMCHLA22,
author = {Fabian Mentzer and
George Toderici and
David Minnen and
Sergi Caelles and
Sung Jin Hwang and
Mario Lucic and
Eirikur Agustsson},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{VCT:} {A} Video Compression Transformer},
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/54dcf25318f9de5a7a01f0a4125c541e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MentzerTMCHLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SajjadiDMSPLGGK22,
author = {Mehdi S. M. Sajjadi and
Daniel Duckworth and
Aravindh Mahendran and
Sjoerd van Steenkiste and
Filip Pavetic and
Mario Lucic and
Leonidas J. Guibas and
Klaus Greff and
Thomas Kipf},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Object Scene Representation Transformer},
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/3dc83fcfa4d13e30070bd4b230c38cfe-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SajjadiDMSPLGGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06922,
author = {Mehdi S. M. Sajjadi and
Daniel Duckworth and
Aravindh Mahendran and
Sjoerd van Steenkiste and
Filip Pavetic and
Mario Lucic and
Leonidas J. Guibas and
Klaus Greff and
Thomas Kipf},
title = {Object Scene Representation Transformer},
journal = {CoRR},
volume = {abs/2206.06922},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06922},
doi = {10.48550/ARXIV.2206.06922},
eprinttype = {arXiv},
eprint = {2206.06922},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07307,
author = {Fabian Mentzer and
George Toderici and
David Minnen and
Sung Jin Hwang and
Sergi Caelles and
Mario Lucic and
Eirikur Agustsson},
title = {{VCT:} {A} Video Compression Transformer},
journal = {CoRR},
volume = {abs/2206.07307},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07307},
doi = {10.48550/ARXIV.2206.07307},
eprinttype = {arXiv},
eprint = {2206.07307},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03807,
author = {Anurag Arnab and
Xuehan Xiong and
Alexey A. Gritsenko and
Rob Romijnders and
Josip Djolonga and
Mostafa Dehghani and
Chen Sun and
Mario Lucic and
Cordelia Schmid},
title = {Beyond Transfer Learning: Co-finetuning for Action Localisation},
journal = {CoRR},
volume = {abs/2207.03807},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03807},
doi = {10.48550/ARXIV.2207.03807},
eprinttype = {arXiv},
eprint = {2207.03807},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14306,
author = {Mehdi S. M. Sajjadi and
Aravindh Mahendran and
Thomas Kipf and
Etienne Pot and
Daniel Duckworth and
Mario Lucic and
Klaus Greff},
title = {{RUST:} Latent Neural Scene Representations from Unposed Imagery},
journal = {CoRR},
volume = {abs/2211.14306},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14306},
doi = {10.48550/ARXIV.2211.14306},
eprinttype = {arXiv},
eprint = {2211.14306},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05922,
author = {Mariana{-}Iuliana Georgescu and
Eduardo Fonseca and
Radu Tudor Ionescu and
Mario Lucic and
Cordelia Schmid and
Anurag Arnab},
title = {Audiovisual Masked Autoencoders},
journal = {CoRR},
volume = {abs/2212.05922},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05922},
doi = {10.48550/ARXIV.2212.05922},
eprinttype = {arXiv},
eprint = {2212.05922},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05922.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/iccv/Arnab0H0LS21,
author = {Anurag Arnab and
Mostafa Dehghani and
Georg Heigold and
Chen Sun and
Mario Lucic and
Cordelia Schmid},
title = {ViViT: {A} Video Vision Transformer},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {6816--6826},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00676},
doi = {10.1109/ICCV48922.2021.00676},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Arnab0H0LS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlabdulmohsinL21,
author = {Ibrahim M. Alabdulmohsin and
Mario Lucic},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8072--8084},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/43c656628a4a479e108ed86f7a28a010-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AlabdulmohsinL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MindererDRHZHTL21,
author = {Matthias Minderer and
Josip Djolonga and
Rob Romijnders and
Frances Hubis and
Xiaohua Zhai and
Neil Houlsby and
Dustin Tran and
Mario Lucic},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Revisiting the Calibration of Modern Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15682--15694},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8420d359404024567b5aefda1231af24-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MindererDRHZHTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TolstikhinHKBZU21,
author = {Ilya O. Tolstikhin and
Neil Houlsby and
Alexander Kolesnikov and
Lucas Beyer and
Xiaohua Zhai and
Thomas Unterthiner and
Jessica Yung and
Andreas Steiner and
Daniel Keysers and
Jakob Uszkoreit and
Mario Lucic and
Alexey Dosovitskiy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {MLP-Mixer: An all-MLP Architecture for Vision},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24261--24272},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/cba0a4ee5ccd02fda0fe3f9a3e7b89fe-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TolstikhinHKBZU21.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}
}
@article{DBLP:journals/corr/abs-2103-15691,
author = {Anurag Arnab and
Mostafa Dehghani and
Georg Heigold and
Chen Sun and
Mario Lucic and
Cordelia Schmid},
title = {ViViT: {A} Video Vision Transformer},
journal = {CoRR},
volume = {abs/2103.15691},
year = {2021},
url = {https://arxiv.org/abs/2103.15691},
eprinttype = {arXiv},
eprint = {2103.15691},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04191,
author = {Jessica Yung and
Rob Romijnders and
Alexander Kolesnikov and
Lucas Beyer and
Josip Djolonga and
Neil Houlsby and
Sylvain Gelly and
Mario Lucic and
Xiaohua Zhai},
title = {SI-Score: An image dataset for fine-grained analysis of robustness
to object location, rotation and size},
journal = {CoRR},
volume = {abs/2104.04191},
year = {2021},
url = {https://arxiv.org/abs/2104.04191},
eprinttype = {arXiv},
eprint = {2104.04191},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01601,
author = {Ilya O. Tolstikhin and
Neil Houlsby and
Alexander Kolesnikov and
Lucas Beyer and
Xiaohua Zhai and
Thomas Unterthiner and
Jessica Yung and
Andreas Steiner and
Daniel Keysers and
Jakob Uszkoreit and
Mario Lucic and
Alexey Dosovitskiy},
title = {MLP-Mixer: An all-MLP Architecture for Vision},
journal = {CoRR},
volume = {abs/2105.01601},
year = {2021},
url = {https://arxiv.org/abs/2105.01601},
eprinttype = {arXiv},
eprint = {2105.01601},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07998,
author = {Matthias Minderer and
Josip Djolonga and
Rob Romijnders and
Frances Hubis and
Xiaohua Zhai and
Neil Houlsby and
Dustin Tran and
Mario Lucic},
title = {Revisiting the Calibration of Modern Neural Networks},
journal = {CoRR},
volume = {abs/2106.07998},
year = {2021},
url = {https://arxiv.org/abs/2106.07998},
eprinttype = {arXiv},
eprint = {2106.07998},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12887,
author = {Ibrahim M. Alabdulmohsin and
Mario Lucic},
title = {A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models},
journal = {CoRR},
volume = {abs/2106.12887},
year = {2021},
url = {https://arxiv.org/abs/2106.12887},
eprinttype = {arXiv},
eprint = {2106.12887},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12993,
author = {Valerii Likhosherstov and
Anurag Arnab and
Krzysztof Choromanski and
Mario Lucic and
Yi Tay and
Adrian Weller and
Mostafa Dehghani},
title = {PolyViT: Co-training Vision Transformers on Images, Videos and Audio},
journal = {CoRR},
volume = {abs/2111.12993},
year = {2021},
url = {https://arxiv.org/abs/2111.12993},
eprinttype = {arXiv},
eprint = {2111.12993},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13152,
author = {Mehdi S. M. Sajjadi and
Henning Meyer and
Etienne Pot and
Urs Bergmann and
Klaus Greff and
Noha Radwan and
Suhani Vora and
Mario Lucic and
Daniel Duckworth and
Alexey Dosovitskiy and
Jakob Uszkoreit and
Thomas A. Funkhouser and
Andrea Tagliasacchi},
title = {Scene Representation Transformer: Geometry-Free Novel View Synthesis
Through Set-Latent Scene Representations},
journal = {CoRR},
volume = {abs/2111.13152},
year = {2021},
url = {https://arxiv.org/abs/2111.13152},
eprinttype = {arXiv},
eprint = {2111.13152},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LocatelloBLRGSB20,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Sober Look at the Unsupervised Learning of Disentangled Representations
and their Evaluation},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {209:1--209:62},
year = {2020},
url = {https://jmlr.org/papers/v21/19-976.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LocatelloBLRGSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LocatelloBLRGSB20,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Commentary on the Unsupervised Learning of Disentangled Representations},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13681--13684},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7120},
doi = {10.1609/AAAI.V34I09.7120},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LocatelloBLRGSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DjolongaLCBBG20,
author = {Josip Djolonga and
Mario Lucic and
Marco Cuturi and
Olivier Bachem and
Olivier Bousquet and
Sylvain Gelly},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Precision-Recall Curves Using Information Divergence Frontiers},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2550--2559},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/djolonga20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DjolongaLCBBG20.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 = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TschannenDRMHGL20.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 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TschannenDRGL20.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-2007-14184,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Commentary on the Unsupervised Learning of Disentangled Representations},
journal = {CoRR},
volume = {abs/2007.14184},
year = {2020},
url = {https://arxiv.org/abs/2007.14184},
eprinttype = {arXiv},
eprint = {2007.14184},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14184.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}
}
@article{DBLP:journals/corr/abs-2010-06402,
author = {C{\'{e}}dric Renggli and
Andr{\'{e}} Susano Pinto and
Luka Rimanic and
Joan Puigcerver and
Carlos Riquelme and
Ce Zhang and
Mario Lucic},
title = {Which Model to Transfer? Finding the Needle in the Growing Haystack},
journal = {CoRR},
volume = {abs/2010.06402},
year = {2020},
url = {https://arxiv.org/abs/2010.06402},
eprinttype = {arXiv},
eprint = {2010.06402},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14766,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Sober Look at the Unsupervised Learning of Disentangled Representations
and their Evaluation},
journal = {CoRR},
volume = {abs/2010.14766},
year = {2020},
url = {https://arxiv.org/abs/2010.14766},
eprinttype = {arXiv},
eprint = {2010.14766},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03395,
author = {Alexander D'Amour and
Katherine A. Heller and
Dan Moldovan and
Ben Adlam and
Babak Alipanahi and
Alex Beutel and
Christina Chen and
Jonathan Deaton and
Jacob Eisenstein and
Matthew D. Hoffman and
Farhad Hormozdiari and
Neil Houlsby and
Shaobo Hou and
Ghassen Jerfel and
Alan Karthikesalingam and
Mario Lucic and
Yi{-}An Ma and
Cory Y. McLean and
Diana Mincu and
Akinori Mitani and
Andrea Montanari and
Zachary Nado and
Vivek Natarajan and
Christopher Nielson and
Thomas F. Osborne and
Rajiv Raman and
Kim Ramasamy and
Rory Sayres and
Jessica Schrouff and
Martin Seneviratne and
Shannon Sequeira and
Harini Suresh and
Victor Veitch and
Max Vladymyrov and
Xuezhi Wang and
Kellie Webster and
Steve Yadlowsky and
Taedong Yun and
Xiaohua Zhai and
D. Sculley},
title = {Underspecification Presents Challenges for Credibility in Modern Machine
Learning},
journal = {CoRR},
volume = {abs/2011.03395},
year = {2020},
url = {https://arxiv.org/abs/2011.03395},
eprinttype = {arXiv},
eprint = {2011.03395},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenZRLH19,
author = {Ting Chen and
Xiaohua Zhai and
Marvin Ritter and
Mario Lucic and
Neil Houlsby},
title = {Self-Supervised GANs via Auxiliary Rotation Loss},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {12154--12163},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Chen\_Self-Supervised\_GANs\_via\_Auxiliary\_Rotation\_Loss\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01243},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChenZRLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenLHG19,
author = {Ting Chen and
Mario Lucic and
Neil Houlsby and
Sylvain Gelly},
title = {On Self Modulation for Generative Adversarial Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Hkl5aoR5tm},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenLHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LocatelloBLRGSB19,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
booktitle = {Reproducibility in Machine Learning, {ICLR} 2019 Workshop, New Orleans,
Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Byg6VhUp8V},
timestamp = {Thu, 25 Jul 2019 16:26:31 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LocatelloBLRGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KurachLZMG19,
author = {Karol Kurach and
Mario Lucic and
Xiaohua Zhai and
Marcin Michalski and
Sylvain Gelly},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {A Large-Scale Study on Regularization and Normalization in GANs},
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 = {3581--3590},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kurach19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/KurachLZMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LocatelloBLRGSB19,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
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 = {4114--4124},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/locatello19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LocatelloBLRGSB19.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 01:00:00 +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-1905-10768,
author = {Josip Djolonga and
Mario Lucic and
Marco Cuturi and
Olivier Bachem and
Olivier Bousquet and
Sylvain Gelly},
title = {Evaluating Generative Models Using Divergence Frontiers},
journal = {CoRR},
volume = {abs/1905.10768},
year = {2019},
url = {http://arxiv.org/abs/1905.10768},
eprinttype = {arXiv},
eprint = {1905.10768},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10768.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}
}
@inproceedings{DBLP:conf/aistats/BachemLL18,
author = {Olivier Bachem and
Mario Lucic and
Silvio Lattanzi},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {One-shot Coresets: The Case of k-Clustering},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {784--792},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/bachem18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BachemLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BachemL018,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Yike Guo and
Faisal Farooq},
title = {Scalable k -Means Clustering via Lightweight Coresets},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1119--1127},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219973},
doi = {10.1145/3219819.3219973},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BachemL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LucicKMGB18,
author = {Mario Lucic and
Karol Kurach and
Marcin Michalski and
Sylvain Gelly and
Olivier Bousquet},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Are GANs Created Equal? {A} Large-Scale Study},
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 = {698--707},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e46de7e1bcaaced9a54f1e9d0d2f800d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LucicKMGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SajjadiBLBG18,
author = {Mehdi S. M. Sajjadi and
Olivier Bachem and
Mario Lucic and
Olivier Bousquet and
Sylvain Gelly},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Assessing Generative Models via Precision and Recall},
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 = {5234--5243},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f7696a9b362ac5a51c3dc8f098b73923-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SajjadiBLBG18.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 = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TschannenAL18.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-1806-00035,
author = {Mehdi S. M. Sajjadi and
Olivier Bachem and
Mario Lucic and
Olivier Bousquet and
Sylvain Gelly},
title = {Assessing Generative Models via Precision and Recall},
journal = {CoRR},
volume = {abs/1806.00035},
year = {2018},
url = {http://arxiv.org/abs/1806.00035},
eprinttype = {arXiv},
eprint = {1806.00035},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04720,
author = {Karol Kurach and
Mario Lucic and
Xiaohua Zhai and
Marcin Michalski and
Sylvain Gelly},
title = {The {GAN} Landscape: Losses, Architectures, Regularization, and Normalization},
journal = {CoRR},
volume = {abs/1807.04720},
year = {2018},
url = {http://arxiv.org/abs/1807.04720},
eprinttype = {arXiv},
eprint = {1807.04720},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01365,
author = {Ting Chen and
Mario Lucic and
Neil Houlsby and
Sylvain Gelly},
title = {On Self Modulation for Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1810.01365},
year = {2018},
url = {http://arxiv.org/abs/1810.01365},
eprinttype = {arXiv},
eprint = {1810.01365},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11212,
author = {Ting Chen and
Xiaohua Zhai and
Marvin Ritter and
Mario Lucic and
Neil Houlsby},
title = {Self-Supervised Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1811.11212},
year = {2018},
url = {http://arxiv.org/abs/1811.11212},
eprinttype = {arXiv},
eprint = {1811.11212},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12359,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
journal = {CoRR},
volume = {abs/1811.12359},
year = {2018},
url = {http://arxiv.org/abs/1811.12359},
eprinttype = {arXiv},
eprint = {1811.12359},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12359.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}
}
@phdthesis{DBLP:phd/basesearch/Lucic17,
author = {Mario Lucic},
title = {Computational and Statistical Tradeoffs via Data Summarization},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2017},
url = {https://hdl.handle.net/20.500.11850/220255},
doi = {10.3929/ETHZ-B-000220255},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Lucic17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LucicFKF17,
author = {Mario Lucic and
Matthew Faulkner and
Andreas Krause and
Dan Feldman},
title = {Training Gaussian Mixture Models at Scale via Coresets},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {160:1--160:25},
year = {2017},
url = {https://jmlr.org/papers/v18/15-506.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LucicFKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemLH017,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uniform Deviation Bounds for k-Means Clustering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {283--291},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachem17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemL017,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Distributed and Provably Good Seedings for k-Means in Constant Rounds},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {292--300},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachem17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarimiLH017,
author = {Mohammad Reza Karimi and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
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 = {Stochastic Submodular Maximization: The Case of Coverage Functions},
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 = {6853--6863},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/c2f32522a84d5e6357e6abac087f1b0b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/KarimiLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachemL017,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
title = {Scalable and Distributed Clustering via Lightweight Coresets},
journal = {CoRR},
volume = {abs/1702.08248},
year = {2017},
url = {http://arxiv.org/abs/1702.08248},
eprinttype = {arXiv},
eprint = {1702.08248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachemL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachemLH017,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
title = {Uniform Deviation Bounds for Unbounded Loss Functions like k-Means},
journal = {CoRR},
volume = {abs/1702.08249},
year = {2017},
url = {http://arxiv.org/abs/1702.08249},
eprinttype = {arXiv},
eprint = {1702.08249},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachemLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01566,
author = {Mohammad Reza Karimi and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
title = {Stochastic Submodular Maximization: The Case of Coverage Functions},
journal = {CoRR},
volume = {abs/1711.01566},
year = {2017},
url = {http://arxiv.org/abs/1711.01566},
eprinttype = {arXiv},
eprint = {1711.01566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09649,
author = {Olivier Bachem and
Mario Lucic and
Silvio Lattanzi},
title = {One-Shot Coresets: The Case of k-Clustering},
journal = {CoRR},
volume = {abs/1711.09649},
year = {2017},
url = {http://arxiv.org/abs/1711.09649},
eprinttype = {arXiv},
eprint = {1711.09649},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10337,
author = {Mario Lucic and
Karol Kurach and
Marcin Michalski and
Sylvain Gelly and
Olivier Bousquet},
title = {Are GANs Created Equal? {A} Large-Scale Study},
journal = {CoRR},
volume = {abs/1711.10337},
year = {2017},
url = {http://arxiv.org/abs/1711.10337},
eprinttype = {arXiv},
eprint = {1711.10337},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BachemLHK16,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Approximate K-Means++ in Sublinear Time},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1459--1467},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10259},
doi = {10.1609/AAAI.V30I1.10259},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BachemLHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LucicBK16,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Strong Coresets for Hard and Soft Bregman Clustering with Applications
to Exponential Family Mixtures},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1--9},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/lucic16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LucicBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/GervaisRLLC16,
author = {Arthur Gervais and
Hubert Ritzdorf and
Mario Lucic and
Vincent Lenders and
Srdjan Capkun},
editor = {Ioannis G. Askoxylakis and
Sotiris Ioannidis and
Sokratis K. Katsikas and
Catherine Meadows},
title = {Quantifying Location Privacy Leakage from Transaction Prices},
booktitle = {Computer Security - {ESORICS} 2016 - 21st European Symposium on Research
in Computer Security, Heraklion, Greece, September 26-30, 2016, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9879},
pages = {382--405},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45741-3\_20},
doi = {10.1007/978-3-319-45741-3\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esorics/GervaisRLLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LucicBZK16,
author = {Mario Lucic and
Olivier Bachem and
Morteza Zadimoghaddam and
Andreas Krause},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Horizontally Scalable Submodular Maximization},
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 = {2981--2989},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/lucic16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/LucicBZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LucicB016,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
editor = {Subbarao Kambhampati},
title = {Linear-Time Outlier Detection via Sensitivity},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1795--1801},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/257},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LucicB016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachemLH016,
author = {Olivier Bachem and
Mario Lucic and
Seyed Hamed Hassani and
Andreas Krause},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Fast and Provably Good Seedings for k-Means},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {55--63},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/d67d8ab4f4c10bf22aa353e27879133c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachemLH016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicBK16,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
title = {Linear-time Outlier Detection via Sensitivity},
journal = {CoRR},
volume = {abs/1605.00519},
year = {2016},
url = {http://arxiv.org/abs/1605.00519},
eprinttype = {arXiv},
eprint = {1605.00519},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicOKK16,
author = {Mario Lucic and
Mesrob I. Ohannessian and
Amin Karbasi and
Andreas Krause},
title = {Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning},
journal = {CoRR},
volume = {abs/1605.00529},
year = {2016},
url = {http://arxiv.org/abs/1605.00529},
eprinttype = {arXiv},
eprint = {1605.00529},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicOKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicBZK16,
author = {Mario Lucic and
Olivier Bachem and
Morteza Zadimoghaddam and
Andreas Krause},
title = {Horizontally Scalable Submodular Maximization},
journal = {CoRR},
volume = {abs/1605.09619},
year = {2016},
url = {http://arxiv.org/abs/1605.09619},
eprinttype = {arXiv},
eprint = {1605.09619},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicBZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LucicOKK15,
author = {Mario Lucic and
Mesrob I. Ohannessian and
Amin Karbasi and
Andreas Krause},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/lucic15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LucicOKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemLK15,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Coresets for Nonparametric Estimation - the Case of DP-Means},
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 = {209--217},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bachem15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicBK15,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
title = {Strong Coresets for Hard and Soft Bregman Clustering with Applications
to Exponential Family Mixtures},
journal = {CoRR},
volume = {abs/1508.05243},
year = {2015},
url = {http://arxiv.org/abs/1508.05243},
eprinttype = {arXiv},
eprint = {1508.05243},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/GervaisRLC15,
author = {Arthur Gervais and
Hubert Ritzdorf and
Mario Lucic and
Srdjan Capkun},
title = {Quantifying Location Privacy Leakage from Transaction Prices},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {496},
year = {2015},
url = {http://eprint.iacr.org/2015/496},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/GervaisRLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McWilliamsKLB14,
author = {Brian McWilliams and
Gabriel Krummenacher and
Mario Lucic and
Joachim M. Buhmann},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Fast and Robust Least Squares Estimation in Corrupted Linear Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {415--423},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/6a9aeddfc689c1d0e3b9ccc3ab651bc5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/McWilliamsKLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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