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@article{DBLP:journals/fdgth/MartensHMHSHZSAHSMLSWHFRBBLSM24,
author = {Eimo Martens and
Hans{-}Ulrich Haase and
Giulio Mastella and
Andreas Henkel and
Christoph Spinner and
Franziska Hahn and
Congyu Zou and
Augusto Fava{-}Sanches and
Julia Allescher and
Daniel Heid and
Elena Strauss and
Melanie{-}Maria Maier and
Mark Lachmann and
Georg Schmidt and
Dominik Westphal and
Tobias Haufe and
David Federle and
Daniel Rueckert and
Martin Boeker and
Matthias Becker and
Karl{-}Ludwig Laugwitz and
Alexander Steger and
Alexander M{\"{u}}ller},
title = {Smart hospital: achieving interoperability and raw data collection
from medical devices in clinical routine},
journal = {Frontiers Digit. Health},
volume = {6},
year = {2024},
url = {https://doi.org/10.3389/fdgth.2024.1341475},
doi = {10.3389/FDGTH.2024.1341475},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdgth/MartensHMHSHZSAHSMLSWHFRBBLSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecms/LudwigBSK24,
author = {Heiner Ludwig and
Vincent Betker and
Thorsten Schmidt and
Mathias K{\"{u}}hn},
editor = {Daniel Grzonka and
Natalia Rylko and
Grazyna Suchacka and
Vladimir Mityushev},
title = {Speech-To-Jobshop: An Ontology-Driven Digital Assistant For Simulation
Modeling},
booktitle = {Proceedings of the 38th {ECMS} International Conference on Modelling
and Simulation, {ECMS} 2024 Cracow, Poland, June 2024},
pages = {143--149},
publisher = {European Council for Modeling and Simulation},
year = {2024},
url = {https://doi.org/10.7148/2024-0143},
doi = {10.7148/2024-0143},
timestamp = {Fri, 26 Jul 2024 08:40:37 +0200},
biburl = {https://dblp.org/rec/conf/ecms/LudwigBSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FangJJSTS24,
author = {Alex Fang and
Albin Madappally Jose and
Amit Jain and
Ludwig Schmidt and
Alexander T. Toshev and
Vaishaal Shankar},
title = {Data Filtering Networks},
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=KAk6ngZ09F},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FangJJSTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08540,
author = {Samir Yitzhak Gadre and
Georgios Smyrnis and
Vaishaal Shankar and
Suchin Gururangan and
Mitchell Wortsman and
Rulin Shao and
Jean Mercat and
Alex Fang and
Jeffrey Li and
Sedrick Keh and
Rui Xin and
Marianna Nezhurina and
Igor Vasiljevic and
Jenia Jitsev and
Alexandros G. Dimakis and
Gabriel Ilharco and
Shuran Song and
Thomas Kollar and
Yair Carmon and
Achal Dave and
Reinhard Heckel and
Niklas Muennighoff and
Ludwig Schmidt},
title = {Language models scale reliably with over-training and on downstream
tasks},
journal = {CoRR},
volume = {abs/2403.08540},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08540},
doi = {10.48550/ARXIV.2403.08540},
eprinttype = {arXiv},
eprint = {2403.08540},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11497,
author = {Qizhou Wang and
Yong Lin and
Yongqiang Chen and
Ludwig Schmidt and
Bo Han and
Tong Zhang},
title = {Do CLIPs Always Generalize Better than ImageNet Models?},
journal = {CoRR},
volume = {abs/2403.11497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11497},
doi = {10.48550/ARXIV.2403.11497},
eprinttype = {arXiv},
eprint = {2403.11497},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01197,
author = {Agneet Chatterjee and
Gabriela Ben Melech Stan and
Estelle Aflalo and
Sayak Paul and
Dhruba Ghosh and
Tejas Gokhale and
Ludwig Schmidt and
Hannaneh Hajishirzi and
Vasudev Lal and
Chitta Baral and
Yezhou Yang},
title = {Getting it Right: Improving Spatial Consistency in Text-to-Image Models},
journal = {CoRR},
volume = {abs/2404.01197},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01197},
doi = {10.48550/ARXIV.2404.01197},
eprinttype = {arXiv},
eprint = {2404.01197},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16915,
author = {Thao Nguyen and
Matthew Wallingford and
Sebastin Santy and
Wei{-}Chiu Ma and
Sewoong Oh and
Ludwig Schmidt and
Pang Wei Koh and
Ranjay Krishna},
title = {Multilingual Diversity Improves Vision-Language Representations},
journal = {CoRR},
volume = {abs/2405.16915},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16915},
doi = {10.48550/ARXIV.2405.16915},
eprinttype = {arXiv},
eprint = {2405.16915},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18415,
author = {Yuhui Zhang and
Alyssa Unell and
Xiaohan Wang and
Dhruba Ghosh and
Yuchang Su and
Ludwig Schmidt and
Serena Yeung{-}Levy},
title = {Why are Visually-Grounded Language Models Bad at Image Classification?},
journal = {CoRR},
volume = {abs/2405.18415},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18415},
doi = {10.48550/ARXIV.2405.18415},
eprinttype = {arXiv},
eprint = {2405.18415},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11271,
author = {Anas Awadalla and
Le Xue and
Oscar Lo and
Manli Shu and
Hannah Lee and
Etash Kumar Guha and
Matt Jordan and
Sheng Shen and
Mohamed Awadalla and
Silvio Savarese and
Caiming Xiong and
Ran Xu and
Yejin Choi and
Ludwig Schmidt},
title = {{MINT-1T:} Scaling Open-Source Multimodal Data by 10x: {A} Multimodal
Dataset with One Trillion Tokens},
journal = {CoRR},
volume = {abs/2406.11271},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11271},
doi = {10.48550/ARXIV.2406.11271},
eprinttype = {arXiv},
eprint = {2406.11271},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11794,
author = {Jeffrey Li and
Alex Fang and
Georgios Smyrnis and
Maor Ivgi and
Matt Jordan and
Samir Yitzhak Gadre and
Hritik Bansal and
Etash Kumar Guha and
Sedrick Keh and
Kushal Arora and
Saurabh Garg and
Rui Xin and
Niklas Muennighoff and
Reinhard Heckel and
Jean Mercat and
Mayee Chen and
Suchin Gururangan and
Mitchell Wortsman and
Alon Albalak and
Yonatan Bitton and
Marianna Nezhurina and
Amro Abbas and
Cheng{-}Yu Hsieh and
Dhruba Ghosh and
Josh Gardner and
Maciej Kilian and
Hanlin Zhang and
Rulin Shao and
Sarah M. Pratt and
Sunny Sanyal and
Gabriel Ilharco and
Giannis Daras and
Kalyani Marathe and
Aaron Gokaslan and
Jieyu Zhang and
Khyathi Raghavi Chandu and
Thao Nguyen and
Igor Vasiljevic and
Sham M. Kakade and
Shuran Song and
Sujay Sanghavi and
Fartash Faghri and
Sewoong Oh and
Luke Zettlemoyer and
Kyle Lo and
Alaaeldin El{-}Nouby and
Hadi Pouransari and
Alexander Toshev and
Stephanie Wang and
Dirk Groeneveld and
Luca Soldaini and
Pang Wei Koh and
Jenia Jitsev and
Thomas Kollar and
Alexandros G. Dimakis and
Yair Carmon and
Achal Dave and
Ludwig Schmidt and
Vaishaal Shankar},
title = {DataComp-LM: In search of the next generation of training sets for
language models},
journal = {CoRR},
volume = {abs/2406.11794},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11794},
doi = {10.48550/ARXIV.2406.11794},
eprinttype = {arXiv},
eprint = {2406.11794},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12031,
author = {Josh Gardner and
Juan C. Perdomo and
Ludwig Schmidt},
title = {Large Scale Transfer Learning for Tabular Data via Language Modeling},
journal = {CoRR},
volume = {abs/2406.12031},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12031},
doi = {10.48550/ARXIV.2406.12031},
eprinttype = {arXiv},
eprint = {2406.12031},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19146,
author = {Tomer Porian and
Mitchell Wortsman and
Jenia Jitsev and
Ludwig Schmidt and
Yair Carmon},
title = {Resolving Discrepancies in Compute-Optimal Scaling of Language Models},
journal = {CoRR},
volume = {abs/2406.19146},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19146},
doi = {10.48550/ARXIV.2406.19146},
eprinttype = {arXiv},
eprint = {2406.19146},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15220,
author = {Yuliya Burankova and
Miriam Abele and
Mohammad Bakhtiari and
Christine von T{\"{o}}rne and
Teresa Barth and
Lisa Schweizer and
Pieter Giesbertz and
Johannes R. Schmidt and
Stefan Kalkhof and
Janina M{\"{u}}ller{-}Deile and
Peter A. van Veelen and
Yassene Mohammed and
Elke Hammer and
Lis Arend and
Klaudia Adamowicz and
Tanja Laske and
Anne Hartebrodt and
Tobias Frisch and
Chen Meng and
Julian O. Matschinske and
Julian Sp{\"{a}}th and
Richard R{\"{o}}ttger and
Veit Schw{\"{a}}mmle and
Stefanie M. Hauck and
Stefan Lichtenthaler and
Axel Imhof and
Matthias Mann and
Christina Ludwig and
Bernhard K{\"{u}}ster and
Jan Baumbach and
Olga I. Zolotareva},
title = {Privacy-Preserving Multi-Center Differential Protein Abundance Analysis
with FedProt},
journal = {CoRR},
volume = {abs/2407.15220},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15220},
doi = {10.48550/ARXIV.2407.15220},
eprinttype = {arXiv},
eprint = {2407.15220},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04614,
author = {Thao Nguyen and
Jeffrey Li and
Sewoong Oh and
Ludwig Schmidt and
Jason Weston and
Luke Zettlemoyer and
Xian Li},
title = {Better Alignment with Instruction Back-and-Forth Translation},
journal = {CoRR},
volume = {abs/2408.04614},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04614},
doi = {10.48550/ARXIV.2408.04614},
eprinttype = {arXiv},
eprint = {2408.04614},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-08872,
author = {Le Xue and
Manli Shu and
Anas Awadalla and
Jun Wang and
An Yan and
Senthil Purushwalkam and
Honglu Zhou and
Viraj Prabhu and
Yutong Dai and
Michael S. Ryoo and
Shrikant Kendre and
Jieyu Zhang and
Can Qin and
Shu Zhang and
Chia{-}Chih Chen and
Ning Yu and
Juntao Tan and
Tulika Manoj Awalgaonkar and
Shelby Heinecke and
Huan Wang and
Yejin Choi and
Ludwig Schmidt and
Zeyuan Chen and
Silvio Savarese and
Juan Carlos Niebles and
Caiming Xiong and
Ran Xu},
title = {xGen-MM {(BLIP-3):} {A} Family of Open Large Multimodal Models},
journal = {CoRR},
volume = {abs/2408.08872},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.08872},
doi = {10.48550/ARXIV.2408.08872},
eprinttype = {arXiv},
eprint = {2408.08872},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-08872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SchmidtRMKKL23,
author = {Axel Schmidt and
Sebastian R{\"{o}}ner and
Karola Mai and
Hannah Klinkhammer and
Martin Kircher and
Kerstin U. Ludwig},
title = {Predicting the pathogenicity of missense variants using features derived
from AlphaFold2},
journal = {Bioinform.},
volume = {39},
number = {5},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad280},
doi = {10.1093/BIOINFORMATICS/BTAD280},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SchmidtRMKKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijst/LudwigSK23,
author = {Heiner Ludwig and
Thorsten Schmidt and
Mathias K{\"{u}}hn},
title = {Voice user interfaces in manufacturing logistics: a literature review},
journal = {Int. J. Speech Technol.},
volume = {26},
number = {3},
pages = {627--639},
year = {2023},
url = {https://doi.org/10.1007/s10772-023-10036-x},
doi = {10.1007/S10772-023-10036-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijst/LudwigSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SrivastavaRRSAF23,
author = {Aarohi Srivastava and
Abhinav Rastogi and
Abhishek Rao and
Abu Awal Md Shoeb and
Abubakar Abid and
Adam Fisch and
Adam R. Brown and
Adam Santoro and
Aditya Gupta and
Adri{\`{a}} Garriga{-}Alonso and
Agnieszka Kluska and
Aitor Lewkowycz and
Akshat Agarwal and
Alethea Power and
Alex Ray and
Alex Warstadt and
Alexander W. Kocurek and
Ali Safaya and
Ali Tazarv and
Alice Xiang and
Alicia Parrish and
Allen Nie and
Aman Hussain and
Amanda Askell and
Amanda Dsouza and
Ambrose Slone and
Ameet Rahane and
Anantharaman S. Iyer and
Anders Andreassen and
Andrea Madotto and
Andrea Santilli and
Andreas Stuhlm{\"{u}}ller and
Andrew M. Dai and
Andrew La and
Andrew K. Lampinen and
Andy Zou and
Angela Jiang and
Angelica Chen and
Anh Vuong and
Animesh Gupta and
Anna Gottardi and
Antonio Norelli and
Anu Venkatesh and
Arash Gholamidavoodi and
Arfa Tabassum and
Arul Menezes and
Arun Kirubarajan and
Asher Mullokandov and
Ashish Sabharwal and
Austin Herrick and
Avia Efrat and
Aykut Erdem and
Ayla Karakas and
B. Ryan Roberts and
Bao Sheng Loe and
Barret Zoph and
Bartlomiej Bojanowski and
Batuhan {\"{O}}zyurt and
Behnam Hedayatnia and
Behnam Neyshabur and
Benjamin Inden and
Benno Stein and
Berk Ekmekci and
Bill Yuchen Lin and
Blake Howald and
Bryan Orinion and
Cameron Diao and
Cameron Dour and
Catherine Stinson and
Cedrick Argueta and
C{\`{e}}sar Ferri Ram{\'{\i}}rez and
Chandan Singh and
Charles Rathkopf and
Chenlin Meng and
Chitta Baral and
Chiyu Wu and
Chris Callison{-}Burch and
Chris Waites and
Christian Voigt and
Christopher D. Manning and
Christopher Potts and
Cindy Ramirez and
Clara E. Rivera and
Clemencia Siro and
Colin Raffel and
Courtney Ashcraft and
Cristina Garbacea and
Damien Sileo and
Dan Garrette and
Dan Hendrycks and
Dan Kilman and
Dan Roth and
Daniel Freeman and
Daniel Khashabi and
Daniel Levy and
Daniel Mosegu{\'{\i}} Gonz{\'{a}}lez and
Danielle Perszyk and
Danny Hernandez and
Danqi Chen and
Daphne Ippolito and
Dar Gilboa and
David Dohan and
David Drakard and
David Jurgens and
Debajyoti Datta and
Deep Ganguli and
Denis Emelin and
Denis Kleyko and
Deniz Yuret and
Derek Chen and
Derek Tam and
Dieuwke Hupkes and
Diganta Misra and
Dilyar Buzan and
Dimitri Coelho Mollo and
Diyi Yang and
Dong{-}Ho Lee and
Dylan Schrader and
Ekaterina Shutova and
Ekin Dogus Cubuk and
Elad Segal and
Eleanor Hagerman and
Elizabeth Barnes and
Elizabeth Donoway and
Ellie Pavlick and
Emanuele Rodol{\`{a}} and
Emma Lam and
Eric Chu and
Eric Tang and
Erkut Erdem and
Ernie Chang and
Ethan A. Chi and
Ethan Dyer and
Ethan J. Jerzak and
Ethan Kim and
Eunice Engefu Manyasi and
Evgenii Zheltonozhskii and
Fanyue Xia and
Fatemeh Siar and
Fernando Mart{\'{\i}}nez{-}Plumed and
Francesca Happ{\'{e}} and
Fran{\c{c}}ois Chollet and
Frieda Rong and
Gaurav Mishra and
Genta Indra Winata and
Gerard de Melo and
Germ{\'{a}}n Kruszewski and
Giambattista Parascandolo and
Giorgio Mariani and
Gloria Wang and
Gonzalo Jaimovitch{-}L{\'{o}}pez and
Gregor Betz and
Guy Gur{-}Ari and
Hana Galijasevic and
Hannah Kim and
Hannah Rashkin and
Hannaneh Hajishirzi and
Harsh Mehta and
Hayden Bogar and
Henry Shevlin and
Hinrich Sch{\"{u}}tze and
Hiromu Yakura and
Hongming Zhang and
Hugh Mee Wong and
Ian Ng and
Isaac Noble and
Jaap Jumelet and
Jack Geissinger and
Jackson Kernion and
Jacob Hilton and
Jaehoon Lee and
Jaime Fern{\'{a}}ndez Fisac and
James B. Simon and
James Koppel and
James Zheng and
James Zou and
Jan Kocon and
Jana Thompson and
Janelle Wingfield and
Jared Kaplan and
Jarema Radom and
Jascha Sohl{-}Dickstein and
Jason Phang and
Jason Wei and
Jason Yosinski and
Jekaterina Novikova and
Jelle Bosscher and
Jennifer Marsh and
Jeremy Kim and
Jeroen Taal and
Jesse H. Engel and
Jesujoba Alabi and
Jiacheng Xu and
Jiaming Song and
Jillian Tang and
Joan Waweru and
John Burden and
John Miller and
John U. Balis and
Jonathan Batchelder and
Jonathan Berant and
J{\"{o}}rg Frohberg and
Jos Rozen and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Joseph Boudeman and
Joseph Guerr and
Joseph Jones and
Joshua B. Tenenbaum and
Joshua S. Rule and
Joyce Chua and
Kamil Kanclerz and
Karen Livescu and
Karl Krauth and
Karthik Gopalakrishnan and
Katerina Ignatyeva and
Katja Markert and
Kaustubh D. Dhole and
Kevin Gimpel and
Kevin Omondi and
Kory Mathewson and
Kristen Chiafullo and
Ksenia Shkaruta and
Kumar Shridhar and
Kyle McDonell and
Kyle Richardson and
Laria Reynolds and
Leo Gao and
Li Zhang and
Liam Dugan and
Lianhui Qin and
Lidia Contreras Ochando and
Louis{-}Philippe Morency and
Luca Moschella and
Lucas Lam and
Lucy Noble and
Ludwig Schmidt and
Luheng He and
Luis Oliveros Col{\'{o}}n and
Luke Metz and
L{\"{u}}tfi Kerem Senel and
Maarten Bosma and
Maarten Sap and
Maartje ter Hoeve and
Maheen Farooqi and
Manaal Faruqui and
Mantas Mazeika and
Marco Baturan and
Marco Marelli and
Marco Maru and
Mar{\'{\i}}a Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana and
Marie Tolkiehn and
Mario Giulianelli and
Martha Lewis and
Martin Potthast and
Matthew L. Leavitt and
Matthias Hagen and
M{\'{a}}ty{\'{a}}s Schubert and
Medina Baitemirova and
Melody Arnaud and
Melvin McElrath and
Michael A. Yee and
Michael Cohen and
Michael Gu and
Michael I. Ivanitskiy and
Michael Starritt and
Michael Strube and
Michal Swedrowski and
Michele Bevilacqua and
Michihiro Yasunaga and
Mihir Kale and
Mike Cain and
Mimee Xu and
Mirac Suzgun and
Mitch Walker and
Mo Tiwari and
Mohit Bansal and
Moin Aminnaseri and
Mor Geva and
Mozhdeh Gheini and
Mukund Varma T. and
Nanyun Peng and
Nathan A. Chi and
Nayeon Lee and
Neta Gur{-}Ari Krakover and
Nicholas Cameron and
Nicholas Roberts and
Nick Doiron and
Nicole Martinez and
Nikita Nangia and
Niklas Deckers and
Niklas Muennighoff and
Nitish Shirish Keskar and
Niveditha Iyer and
Noah Constant and
Noah Fiedel and
Nuan Wen and
Oliver Zhang and
Omar Agha and
Omar Elbaghdadi and
Omer Levy and
Owain Evans and
Pablo Antonio Moreno Casares and
Parth Doshi and
Pascale Fung and
Paul Pu Liang and
Paul Vicol and
Pegah Alipoormolabashi and
Peiyuan Liao and
Percy Liang and
Peter Chang and
Peter Eckersley and
Phu Mon Htut and
Pinyu Hwang and
Piotr Milkowski and
Piyush Patil and
Pouya Pezeshkpour and
Priti Oli and
Qiaozhu Mei and
Qing Lyu and
Qinlang Chen and
Rabin Banjade and
Rachel Etta Rudolph and
Raefer Gabriel and
Rahel Habacker and
Ramon Risco and
Rapha{\"{e}}l Milli{\`{e}}re and
Rhythm Garg and
Richard Barnes and
Rif A. Saurous and
Riku Arakawa and
Robbe Raymaekers and
Robert Frank and
Rohan Sikand and
Roman Novak and
Roman Sitelew and
Ronan LeBras and
Rosanne Liu and
Rowan Jacobs and
Rui Zhang and
Ruslan Salakhutdinov and
Ryan Chi and
Ryan Lee and
Ryan Stovall and
Ryan Teehan and
Rylan Yang and
Sahib Singh and
Saif M. Mohammad and
Sajant Anand and
Sam Dillavou and
Sam Shleifer and
Sam Wiseman and
Samuel Gruetter and
Samuel R. Bowman and
Samuel S. Schoenholz and
Sanghyun Han and
Sanjeev Kwatra and
Sarah A. Rous and
Sarik Ghazarian and
Sayan Ghosh and
Sean Casey and
Sebastian Bischoff and
Sebastian Gehrmann and
Sebastian Schuster and
Sepideh Sadeghi and
Shadi Hamdan and
Sharon Zhou and
Shashank Srivastava and
Sherry Shi and
Shikhar Singh and
Shima Asaadi and
Shixiang Shane Gu and
Shubh Pachchigar and
Shubham Toshniwal and
Shyam Upadhyay and
Shyamolima (Shammie) Debnath and
Siamak Shakeri and
Simon Thormeyer and
Simone Melzi and
Siva Reddy and
Sneha Priscilla Makini and
Soo{-}Hwan Lee and
Spencer Torene and
Sriharsha Hatwar and
Stanislas Dehaene and
Stefan Divic and
Stefano Ermon and
Stella Biderman and
Stephanie Lin and
Stephen Prasad and
Steven T. Piantadosi and
Stuart M. Shieber and
Summer Misherghi and
Svetlana Kiritchenko and
Swaroop Mishra and
Tal Linzen and
Tal Schuster and
Tao Li and
Tao Yu and
Tariq Ali and
Tatsu Hashimoto and
Te{-}Lin Wu and
Th{\'{e}}o Desbordes and
Theodore Rothschild and
Thomas Phan and
Tianle Wang and
Tiberius Nkinyili and
Timo Schick and
Timofei Kornev and
Titus Tunduny and
Tobias Gerstenberg and
Trenton Chang and
Trishala Neeraj and
Tushar Khot and
Tyler Shultz and
Uri Shaham and
Vedant Misra and
Vera Demberg and
Victoria Nyamai and
Vikas Raunak and
Vinay V. Ramasesh and
Vinay Uday Prabhu and
Vishakh Padmakumar and
Vivek Srikumar and
William Fedus and
William Saunders and
William Zhang and
Wout Vossen and
Xiang Ren and
Xiaoyu Tong and
Xinran Zhao and
Xinyi Wu and
Xudong Shen and
Yadollah Yaghoobzadeh and
Yair Lakretz and
Yangqiu Song and
Yasaman Bahri and
Yejin Choi and
Yichi Yang and
Yiding Hao and
Yifu Chen and
Yonatan Belinkov and
Yu Hou and
Yufang Hou and
Yuntao Bai and
Zachary Seid and
Zhuoye Zhao and
Zijian Wang and
Zijie J. Wang and
Zirui Wang and
Ziyi Wu},
title = {Beyond the Imitation Game: Quantifying and extrapolating the capabilities
of language models},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=uyTL5Bvosj},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SrivastavaRRSAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WortsmanGLFSRM23,
author = {Mitchell Wortsman and
Suchin Gururangan and
Shen Li and
Ali Farhadi and
Ludwig Schmidt and
Michael G. Rabbat and
Ari S. Morcos},
title = {lo-fi: distributed fine-tuning without communication},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=1U0aPkBVz0},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WortsmanGLFSRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/MerrillSKGRSFA23,
author = {Mike A. Merrill and
Esteban Safranchik and
Arinbj{\"{o}}rn Kolbeinsson and
Piyusha Gade and
Ernesto Ramirez and
Ludwig Schmidt and
Luca Foshchini and
Tim Althoff},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Homekit2020: {A} Benchmark for Time Series Classification on a Large
Mobile Sensing Dataset with Laboratory Tested Ground Truth of Influenza
Infections},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {207--228},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/merrill23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/MerrillSKGRSFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csedu/SchmidthalerBCK23,
author = {Eva Schmidthaler and
Sylvia P. van Borkulo and
Martin C{\'{a}}pay and
Bjarnhei{\dh}ur Kristinsd{\'{o}}ttir and
Rebecca S. St{\"{a}}ter and
Tim L{\"{a}}ufer and
Matthias Ludwig and
David Hornsby and
Jakob S. Skog{\o} and
Zsolt Lavicza},
editor = {Jelena Jovanovic and
Irene{-}Angelica Chounta and
James Uhomoibhi and
Bruce M. McLaren},
title = {Design and Evaluation of Computational Thinking Tasks in the Project:
Experiences Gained from Workshops with Secondary and Grammar School
Students in Austria, the Netherlands, and Slovakia},
booktitle = {Proceedings of the 15th International Conference on Computer Supported
Education, {CSEDU} 2023, Prague, Czech Republic, April 21-23, 2023,
Volume 1},
pages = {297--304},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0011974700003470},
doi = {10.5220/0011974700003470},
timestamp = {Wed, 29 May 2024 11:49:17 +0200},
biburl = {https://dblp.org/rec/conf/csedu/SchmidthalerBCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChertiBWWIGSSJ23,
author = {Mehdi Cherti and
Romain Beaumont and
Ross Wightman and
Mitchell Wortsman and
Gabriel Ilharco and
Cade Gordon and
Christoph Schuhmann and
Ludwig Schmidt and
Jenia Jitsev},
title = {Reproducible Scaling Laws for Contrastive Language-Image Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {2818--2829},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00276},
doi = {10.1109/CVPR52729.2023.00276},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChertiBWWIGSSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DeitkeSSWMVSEKF23,
author = {Matt Deitke and
Dustin Schwenk and
Jordi Salvador and
Luca Weihs and
Oscar Michel and
Eli VanderBilt and
Ludwig Schmidt and
Kiana Ehsani and
Aniruddha Kembhavi and
Ali Farhadi},
title = {Objaverse: {A} Universe of Annotated 3D Objects},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {13142--13153},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01263},
doi = {10.1109/CVPR52729.2023.01263},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DeitkeSSWMVSEKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GadreWISS23,
author = {Samir Yitzhak Gadre and
Mitchell Wortsman and
Gabriel Ilharco and
Ludwig Schmidt and
Shuran Song},
title = {CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot
Object Navigation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {23171--23181},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.02219},
doi = {10.1109/CVPR52729.2023.02219},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GadreWISS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PressZMSSL23,
author = {Ofir Press and
Muru Zhang and
Sewon Min and
Ludwig Schmidt and
Noah A. Smith and
Mike Lewis},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Measuring and Narrowing the Compositionality Gap in Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {5687--5711},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.378},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.378},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PressZMSSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GuettaBHSES023,
author = {Nitzan Bitton Guetta and
Yonatan Bitton and
Jack Hessel and
Ludwig Schmidt and
Yuval Elovici and
Gabriel Stanovsky and
Roy Schwartz},
title = {Breaking Common Sense: WHOOPS! {A} Vision-and-Language Benchmark of
Synthetic and Compositional Images},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {2616--2627},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00247},
doi = {10.1109/ICCV51070.2023.00247},
timestamp = {Fri, 19 Jan 2024 17:50:41 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GuettaBHSES023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/IlharcoRWSHF23,
author = {Gabriel Ilharco and
Marco T{\'{u}}lio Ribeiro and
Mitchell Wortsman and
Ludwig Schmidt and
Hannaneh Hajishirzi and
Ali Farhadi},
title = {Editing models with task arithmetic},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=6t0Kwf8-jrj},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/IlharcoRWSHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BittonBHSZAGTS23,
author = {Yonatan Bitton and
Hritik Bansal and
Jack Hessel and
Rulin Shao and
Wanrong Zhu and
Anas Awadalla and
Josh Gardner and
Rohan Taori and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {VisIT-Bench: {A} Dynamic Benchmark for Evaluating Instruction-Following
Vision-and-Language Models},
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/5503389dbe070cdae9b48086c4996a59-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BittonBHSZAGTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarliniNCJGKITS23,
author = {Nicholas Carlini and
Milad Nasr and
Christopher A. Choquette{-}Choo and
Matthew Jagielski and
Irena Gao and
Pang Wei Koh and
Daphne Ippolito and
Florian Tram{\`{e}}r and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Are aligned neural networks adversarially aligned?},
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/c1f0b856a35986348ab3414177266f75-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CarliniNCJGKITS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DeitkeLWNMKFLVG23,
author = {Matt Deitke and
Ruoshi Liu and
Matthew Wallingford and
Huong Ngo and
Oscar Michel and
Aditya Kusupati and
Alan Fan and
Christian Laforte and
Vikram Voleti and
Samir Yitzhak Gadre and
Eli VanderBilt and
Aniruddha Kembhavi and
Carl Vondrick and
Georgia Gkioxari and
Kiana Ehsani and
Ludwig Schmidt and
Ali Farhadi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Objaverse-XL: {A} Universe of 10M+ 3D Objects},
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/70364304877b5e767de4e9a2a511be0c-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DeitkeLWNMKFLVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FangKS23,
author = {Alex Fang and
Simon Kornblith and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Does progress on ImageNet transfer to real-world datasets?},
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/4eb33c53ed5b14ce9028309431f565cc-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FangKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GadreIFHSNMWGZO23,
author = {Samir Yitzhak Gadre and
Gabriel Ilharco and
Alex Fang and
Jonathan Hayase and
Georgios Smyrnis and
Thao Nguyen and
Ryan Marten and
Mitchell Wortsman and
Dhruba Ghosh and
Jieyu Zhang and
Eyal Orgad and
Rahim Entezari and
Giannis Daras and
Sarah M. Pratt and
Vivek Ramanujan and
Yonatan Bitton and
Kalyani Marathe and
Stephen Mussmann and
Richard Vencu and
Mehdi Cherti and
Ranjay Krishna and
Pang Wei Koh and
Olga Saukh and
Alexander J. Ratner and
Shuran Song and
Hannaneh Hajishirzi and
Ali Farhadi and
Romain Beaumont and
Sewoong Oh and
Alex Dimakis and
Jenia Jitsev and
Yair Carmon and
Vaishaal Shankar and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {DataComp: In search of the next generation of multimodal datasets},
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/56332d41d55ad7ad8024aac625881be7-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GadreIFHSNMWGZO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GardnerPS23,
author = {Josh Gardner and
Zoran Popovic and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Benchmarking Distribution Shift in Tabular Data with TableShift},
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/a76a757ed479a1e6a5f8134bea492f83-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GardnerPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhoshHS23,
author = {Dhruba Ghosh and
Hannaneh Hajishirzi and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {GenEval: An object-focused framework for evaluating text-to-image
alignment},
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/a3bf71c7c63f0c3bcb7ff67c67b1e7b1-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GhoshHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiZSR23,
author = {Jeffrey Li and
Jieyu Zhang and
Ludwig Schmidt and
Alexander J. Ratner},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Characterizing the Impacts of Semi-supervised Learning for Weak Supervision},
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/0d6270381e018b3d83eb9be7d0b06036-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiZSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenGIOS23,
author = {Thao Nguyen and
Samir Yitzhak Gadre and
Gabriel Ilharco and
Sewoong Oh and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Improving multimodal datasets with image captioning},
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/45e604a3e33d10fba508e755faa72345-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenGIOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RamanujanNOFS23,
author = {Vivek Ramanujan and
Thao Nguyen and
Sewoong Oh and
Ali Farhadi and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On the Connection between Pre-training Data Diversity and Fine-tuning
Robustness},
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/d1786f5246c67eefde011599d31b2006-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RamanujanNOFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiCBSHB023,
author = {Zhouxing Shi and
Nicholas Carlini and
Ananth Balashankar and
Ludwig Schmidt and
Cho{-}Jui Hsieh and
Alex Beutel and
Yao Qin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Effective Robustness against Natural Distribution Shifts for Models
with Different Training Data},
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/e9000ecb86d45c442a1d38fae68dd8fb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiCBSHB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WallingfordRFKM23,
author = {Matthew Wallingford and
Vivek Ramanujan and
Alex Fang and
Aditya Kusupati and
Roozbeh Mottaghi and
Aniruddha Kembhavi and
Ludwig Schmidt and
Ali Farhadi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Neural Priming for Sample-Efficient Adaptation},
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/cea5bc68b890bffb10f18aaaab2becb1-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WallingfordRFKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WortsmanDZMFS23,
author = {Mitchell Wortsman and
Tim Dettmers and
Luke Zettlemoyer and
Ari Morcos and
Ali Farhadi and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Stable and low-precision training for large-scale vision-language
models},
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/20bd42d82998bc61732c00452228e814-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WortsmanDZMFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuHAGDFYSW023,
author = {Wanrong Zhu and
Jack Hessel and
Anas Awadalla and
Samir Yitzhak Gadre and
Jesse Dodge and
Alex Fang and
Youngjae Yu and
Ludwig Schmidt and
William Yang Wang and
Yejin Choi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Multimodal {C4:} An Open, Billion-scale Corpus of Images Interleaved
with Text},
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/1c6bed78d3813886d3d72595dbecb80b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuHAGDFYSW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04644,
author = {Alex Fang and
Simon Kornblith and
Ludwig Schmidt},
title = {Does progress on ImageNet transfer to real-world datasets?},
journal = {CoRR},
volume = {abs/2301.04644},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04644},
doi = {10.48550/ARXIV.2301.04644},
eprinttype = {arXiv},
eprint = {2301.04644},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01381,
author = {Zhouxing Shi and
Nicholas Carlini and
Ananth Balashankar and
Ludwig Schmidt and
Cho{-}Jui Hsieh and
Alex Beutel and
Yao Qin},
title = {Effective Robustness against Natural Distribution Shifts for Models
with Different Training Data},
journal = {CoRR},
volume = {abs/2302.01381},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01381},
doi = {10.48550/ARXIV.2302.01381},
eprinttype = {arXiv},
eprint = {2302.01381},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13602,
author = {Rahim Entezari and
Mitchell Wortsman and
Olga Saukh and
Moein Shariatnia and
Hanie Sedghi and
Ludwig Schmidt},
title = {The Role of Pre-training Data in Transfer Learning},
journal = {CoRR},
volume = {abs/2302.13602},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13602},
doi = {10.48550/ARXIV.2302.13602},
eprinttype = {arXiv},
eprint = {2302.13602},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07274,
author = {Nitzan Bitton Guetta and
Yonatan Bitton and
Jack Hessel and
Ludwig Schmidt and
Yuval Elovici and
Gabriel Stanovsky and
Roy Schwartz},
title = {Breaking Common Sense: WHOOPS! {A} Vision-and-Language Benchmark of
Synthetic and Compositional Images},
journal = {CoRR},
volume = {abs/2303.07274},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07274},
doi = {10.48550/ARXIV.2303.07274},
eprinttype = {arXiv},
eprint = {2303.07274},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06939,
author = {Wanrong Zhu and
Jack Hessel and
Anas Awadalla and
Samir Yitzhak Gadre and
Jesse Dodge and
Alex Fang and
Youngjae Yu and
Ludwig Schmidt and
William Yang Wang and
Yejin Choi},
title = {Multimodal {C4:} An Open, Billion-scale Corpus of Images Interleaved
With Text},
journal = {CoRR},
volume = {abs/2304.06939},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06939},
doi = {10.48550/ARXIV.2304.06939},
eprinttype = {arXiv},
eprint = {2304.06939},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13013,
author = {Mitchell Wortsman and
Tim Dettmers and
Luke Zettlemoyer and
Ari Morcos and
Ali Farhadi and
Ludwig Schmidt},
title = {Stable and low-precision training for large-scale vision-language
models},
journal = {CoRR},
volume = {abs/2304.13013},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13013},
doi = {10.48550/ARXIV.2304.13013},
eprinttype = {arXiv},
eprint = {2304.13013},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14108,
author = {Samir Yitzhak Gadre and
Gabriel Ilharco and
Alex Fang and
Jonathan Hayase and
Georgios Smyrnis and
Thao Nguyen and
Ryan Marten and
Mitchell Wortsman and
Dhruba Ghosh and
Jieyu Zhang and
Eyal Orgad and
Rahim Entezari and
Giannis Daras and
Sarah M. Pratt and
Vivek Ramanujan and
Yonatan Bitton and
Kalyani Marathe and
Stephen Mussmann and
Richard Vencu and
Mehdi Cherti and
Ranjay Krishna and
Pang Wei Koh and
Olga Saukh and
Alexander Ratner and
Shuran Song and
Hannaneh Hajishirzi and
Ali Farhadi and
Romain Beaumont and
Sewoong Oh and
Alex Dimakis and
Jenia Jitsev and
Yair Carmon and
Vaishaal Shankar and
Ludwig Schmidt},
title = {DataComp: In search of the next generation of multimodal datasets},
journal = {CoRR},
volume = {abs/2304.14108},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14108},
doi = {10.48550/ARXIV.2304.14108},
eprinttype = {arXiv},
eprint = {2304.14108},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10191,
author = {Matthew Wallingford and
Vivek Ramanujan and
Alex Fang and
Aditya Kusupati and
Roozbeh Mottaghi and
Aniruddha Kembhavi and
Ludwig Schmidt and
Ali Farhadi},
title = {Neural Priming for Sample-Efficient Adaptation},
journal = {CoRR},
volume = {abs/2306.10191},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10191},
doi = {10.48550/ARXIV.2306.10191},
eprinttype = {arXiv},
eprint = {2306.10191},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15447,
author = {Nicholas Carlini and
Milad Nasr and
Christopher A. Choquette{-}Choo and
Matthew Jagielski and
Irena Gao and
Anas Awadalla and
Pang Wei Koh and
Daphne Ippolito and
Katherine Lee and
Florian Tram{\`{e}}r and
Ludwig Schmidt},
title = {Are aligned neural networks adversarially aligned?},
journal = {CoRR},
volume = {abs/2306.15447},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15447},
doi = {10.48550/ARXIV.2306.15447},
eprinttype = {arXiv},
eprint = {2306.15447},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05663,
author = {Matt Deitke and
Ruoshi Liu and
Matthew Wallingford and
Huong Ngo and
Oscar Michel and
Aditya Kusupati and
Alan Fan and
Christian Laforte and
Vikram Voleti and
Samir Yitzhak Gadre and
Eli VanderBilt and
Aniruddha Kembhavi and
Carl Vondrick and
Georgia Gkioxari and
Kiana Ehsani and
Ludwig Schmidt and
Ali Farhadi},
title = {Objaverse-XL: {A} Universe of 10M+ 3D Objects},
journal = {CoRR},
volume = {abs/2307.05663},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05663},
doi = {10.48550/ARXIV.2307.05663},
eprinttype = {arXiv},
eprint = {2307.05663},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10350,
author = {Thao Nguyen and
Samir Yitzhak Gadre and
Gabriel Ilharco and
Sewoong Oh and
Ludwig Schmidt},
title = {Improving Multimodal Datasets with Image Captioning},
journal = {CoRR},
volume = {abs/2307.10350},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10350},
doi = {10.48550/ARXIV.2307.10350},
eprinttype = {arXiv},
eprint = {2307.10350},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12532,
author = {Vivek Ramanujan and
Thao Nguyen and
Sewoong Oh and
Ludwig Schmidt and
Ali Farhadi},
title = {On the Connection between Pre-training Data Diversity and Fine-tuning
Robustness},
journal = {CoRR},
volume = {abs/2307.12532},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12532},
doi = {10.48550/ARXIV.2307.12532},
eprinttype = {arXiv},
eprint = {2307.12532},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01390,
author = {Anas Awadalla and
Irena Gao and
Josh Gardner and
Jack Hessel and
Yusuf Hanafy and
Wanrong Zhu and
Kalyani Marathe and
Yonatan Bitton and
Samir Yitzhak Gadre and
Shiori Sagawa and
Jenia Jitsev and
Simon Kornblith and
Pang Wei Koh and
Gabriel Ilharco and
Mitchell Wortsman and
Ludwig Schmidt},
title = {OpenFlamingo: An Open-Source Framework for Training Large Autoregressive
Vision-Language Models},
journal = {CoRR},
volume = {abs/2308.01390},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01390},
doi = {10.48550/ARXIV.2308.01390},
eprinttype = {arXiv},
eprint = {2308.01390},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06595,
author = {Yonatan Bitton and
Hritik Bansal and
Jack Hessel and
Rulin Shao and
Wanrong Zhu and
Anas Awadalla and
Josh Gardner and
Rohan Taori and
Ludwig Schmidt},
title = {VisIT-Bench: {A} Benchmark for Vision-Language Instruction Following
Inspired by Real-World Use},
journal = {CoRR},
volume = {abs/2308.06595},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06595},
doi = {10.48550/ARXIV.2308.06595},
eprinttype = {arXiv},
eprint = {2308.06595},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17425,
author = {Alex Fang and
Albin Madappally Jose and
Amit Jain and
Ludwig Schmidt and
Alexander Toshev and
Vaishaal Shankar},
title = {Data Filtering Networks},
journal = {CoRR},
volume = {abs/2309.17425},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17425},
doi = {10.48550/ARXIV.2309.17425},
eprinttype = {arXiv},
eprint = {2309.17425},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11513,
author = {Dhruba Ghosh and
Hanna Hajishirzi and
Ludwig Schmidt},
title = {GenEval: An Object-Focused Framework for Evaluating Text-to-Image
Alignment},
journal = {CoRR},
volume = {abs/2310.11513},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11513},
doi = {10.48550/ARXIV.2310.11513},
eprinttype = {arXiv},
eprint = {2310.11513},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07577,
author = {Josh Gardner and
Zoran Popovic and
Ludwig Schmidt},
title = {Benchmarking Distribution Shift in Tabular Data with TableShift},
journal = {CoRR},
volume = {abs/2312.07577},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07577},
doi = {10.48550/ARXIV.2312.07577},
eprinttype = {arXiv},
eprint = {2312.07577},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/LautenbacherSMG22,
author = {Ludwig Lautenbacher and
Patroklos Samaras and
Julian M{\"{u}}ller and
Andreas Grafberger and
Marwin Shraideh and
Johannes Rank and
Simon T. Fuchs and
Tobias K. Schmidt and
Matthew The and
Christian Dallago and
Holger Wittges and
Burkhard Rost and
Helmut Krcmar and
Bernhard K{\"{u}}ster and
Mathias Wilhelm},
title = {ProteomicsDB: toward a {FAIR} open-source resource for life-science
research},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{D1}},
pages = {1541},
year = {2022},
url = {https://doi.org/10.1093/nar/gkab1026},
doi = {10.1093/NAR/GKAB1026},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/LautenbacherSMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMdis/FroehlichWTA022,
author = {Michael Fr{\"{o}}hlich and
Franz Waltenberger and
Ludwig Trotter and
Florian Alt and
Albrecht Schmidt},
editor = {Florian 'Floyd' Mueller and
Stefan Greuter and
Rohit Ashok Khot and
Penny Sweetser and
Marianna Obrist},
title = {Blockchain and Cryptocurrency in Human Computer Interaction: {A} Systematic
Literature Review and Research Agenda},
booktitle = {{DIS} '22: Designing Interactive Systems Conference, Virtual Event,
Australia, June 13 - 17, 2022},
pages = {155--177},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3532106.3533478},
doi = {10.1145/3532106.3533478},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ACMdis/FroehlichWTA022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WortsmanIKLKRLH22,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Jong Wook Kim and
Mike Li and
Simon Kornblith and
Rebecca Roelofs and
Raphael Gontijo Lopes and
Hannaneh Hajishirzi and
Ali Farhadi and
Hongseok Namkoong and
Ludwig Schmidt},
title = {Robust fine-tuning of zero-shot models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {7949--7961},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00780},
doi = {10.1109/CVPR52688.2022.00780},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WortsmanIKLKRLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AwadallaWIMMHS22,
author = {Anas Awadalla and
Mitchell Wortsman and
Gabriel Ilharco and
Sewon Min and
Ian Magnusson and
Hannaneh Hajishirzi and
Ludwig Schmidt},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Exploring The Landscape of Distributional Robustness for Question
Answering Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {5971--5987},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.441},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.441},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AwadallaWIMMHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/AbebeHJMSW22,
author = {Rediet Abebe and
Moritz Hardt and
Angela Jin and
John Miller and
Ludwig Schmidt and
Rebecca Wexler},
title = {Adversarial Scrutiny of Evidentiary Statistical Software},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1733--1746},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533228},
doi = {10.1145/3531146.3533228},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/AbebeHJMSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FangIWWSDS22,
author = {Alex Fang and
Gabriel Ilharco and
Mitchell Wortsman and
Yuhao Wan and
Vaishaal Shankar and
Achal Dave and
Ludwig Schmidt},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Data Determines Distributional Robustness in Contrastive Language
Image Pre-training {(CLIP)}},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {6216--6234},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/fang22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/FangIWWSDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WortsmanIGRLMNF22,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Samir Yitzhak Gadre and
Rebecca Roelofs and
Raphael Gontijo Lopes and
Ari S. Morcos and
Hongseok Namkoong and
Ali Farhadi and
Yair Carmon and
Simon Kornblith and
Ludwig Schmidt},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Model soups: averaging weights of multiple fine-tuned models improves
accuracy without increasing inference time},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23965--23998},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wortsman22a.html},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WortsmanIGRLMNF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GardnerPS22,
author = {Josh Gardner and
Zoran Popovic and
Ludwig Schmidt},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation},
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/408cf1a1d9ff35d5fea7075565dbf434-Abstract-Conference.html},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GardnerPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/IlharcoWGSHKFS22,
author = {Gabriel Ilharco and
Mitchell Wortsman and
Samir Yitzhak Gadre and
Shuran Song and
Hannaneh Hajishirzi and
Simon Kornblith and
Ali Farhadi and
Ludwig Schmidt},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Patching open-vocabulary models by interpolating weights},
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/bc6cddcd5d325e1c0f826066c1ad0215-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/IlharcoWGSHKFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenIWOS22,
author = {Thao Nguyen and
Gabriel Ilharco and
Mitchell Wortsman and
Sewoong Oh and
Ludwig Schmidt},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Quality Not Quantity: On the Interaction between Dataset Design and
Robustness of {CLIP}},
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/86a8a512b27f49519594ebe89f66d708-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenIWOS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchuhmannBVGWCC22,
author = {Christoph Schuhmann and
Romain Beaumont and
Richard Vencu and
Cade Gordon and
Ross Wightman and
Mehdi Cherti and
Theo Coombes and
Aarush Katta and
Clayton Mullis and
Mitchell Wortsman and
Patrick Schramowski and
Srivatsa Kundurthy and
Katherine Crowson and
Ludwig Schmidt and
Robert Kaczmarczyk and
Jenia Jitsev},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{LAION-5B:} An open large-scale dataset for training next generation
image-text models},
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/a1859debfb3b59d094f3504d5ebb6c25-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchuhmannBVGWCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05482,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Samir Yitzhak Gadre and
Rebecca Roelofs and
Raphael Gontijo Lopes and
Ari S. Morcos and
Hongseok Namkoong and
Ali Farhadi and
Yair Carmon and
Simon Kornblith and
Ludwig Schmidt},
title = {Model soups: averaging weights of multiple fine-tuned models improves
accuracy without increasing inference time},
journal = {CoRR},
volume = {abs/2203.05482},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05482},
doi = {10.48550/ARXIV.2203.05482},
eprinttype = {arXiv},
eprint = {2203.05482},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10421,
author = {Samir Yitzhak Gadre and
Mitchell Wortsman and
Gabriel Ilharco and
Ludwig Schmidt and
Shuran Song},
title = {{CLIP} on Wheels: Zero-Shot Object Navigation as Object Localization
and Exploration},
journal = {CoRR},
volume = {abs/2203.10421},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10421},
doi = {10.48550/ARXIV.2203.10421},
eprinttype = {arXiv},
eprint = {2203.10421},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10857,
author = {Michael Fr{\"{o}}hlich and
Franz Waltenberger and
Ludwig Trotter and
Florian Alt and
Albrecht Schmidt},
title = {Blockchain and Cryptocurrency in Human Computer Interaction: {A} Systematic
Literature Review and Research Agenda},
journal = {CoRR},
volume = {abs/2204.10857},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10857},
doi = {10.48550/ARXIV.2204.10857},
eprinttype = {arXiv},
eprint = {2204.10857},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01397,
author = {Alex Fang and
Gabriel Ilharco and
Mitchell Wortsman and
Yuhao Wan and
Vaishaal Shankar and
Achal Dave and
Ludwig Schmidt},
title = {Data Determines Distributional Robustness in Contrastive Language
Image Pre-training {(CLIP)}},
journal = {CoRR},
volume = {abs/2205.01397},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01397},
doi = {10.48550/ARXIV.2205.01397},
eprinttype = {arXiv},
eprint = {2205.01397},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04615,
author = {Aarohi Srivastava and
Abhinav Rastogi and
Abhishek Rao and
Abu Awal Md Shoeb and
Abubakar Abid and
Adam Fisch and
Adam R. Brown and
Adam Santoro and
Aditya Gupta and
Adri{\`{a}} Garriga{-}Alonso and
Agnieszka Kluska and
Aitor Lewkowycz and
Akshat Agarwal and
Alethea Power and
Alex Ray and
Alex Warstadt and
Alexander W. Kocurek and
Ali Safaya and
Ali Tazarv and
Alice Xiang and
Alicia Parrish and
Allen Nie and
Aman Hussain and
Amanda Askell and
Amanda Dsouza and
Ambrose Slone and
Ameet Rahane and
Anantharaman S. Iyer and
Anders Andreassen and
Andrea Madotto and
Andrea Santilli and
Andreas Stuhlm{\"{u}}ller and
Andrew M. Dai and
Andrew La and
Andrew K. Lampinen and
Andy Zou and
Angela Jiang and
Angelica Chen and
Anh Vuong and
Animesh Gupta and
Anna Gottardi and
Antonio Norelli and
Anu Venkatesh and
Arash Gholamidavoodi and
Arfa Tabassum and
Arul Menezes and
Arun Kirubarajan and
Asher Mullokandov and
Ashish Sabharwal and
Austin Herrick and
Avia Efrat and
Aykut Erdem and
Ayla Karakas and
B. Ryan Roberts and
Bao Sheng Loe and
Barret Zoph and
Bartlomiej Bojanowski and
Batuhan {\"{O}}zyurt and
Behnam Hedayatnia and
Behnam Neyshabur and
Benjamin Inden and
Benno Stein and
Berk Ekmekci and
Bill Yuchen Lin and
Blake Howald and
Bryan Orinion and
Cameron Diao and
Cameron Dour and
Catherine Stinson and
Cedrick Argueta and
C{\`{e}}sar Ferri Ram{\'{\i}}rez and
Chandan Singh and
Charles Rathkopf and
Chenlin Meng and
Chitta Baral and
Chiyu Wu and
Chris Callison{-}Burch and
Chris Waites and
Christian Voigt and
Christopher D. Manning and
Christopher Potts and
Cindy Ramirez and
Clara E. Rivera and
Clemencia Siro and
Colin Raffel and
Courtney Ashcraft and
Cristina Garbacea and
Damien Sileo and
Dan Garrette and
Dan Hendrycks and
Dan Kilman and
Dan Roth and
Daniel Freeman and
Daniel Khashabi and
Daniel Levy and
Daniel Mosegu{\'{\i}} Gonz{\'{a}}lez and
Danielle Perszyk and
Danny Hernandez and
Danqi Chen and
Daphne Ippolito and
Dar Gilboa and
David Dohan and
David Drakard and
David Jurgens and
Debajyoti Datta and
Deep Ganguli and
Denis Emelin and
Denis Kleyko and
Deniz Yuret and
Derek Chen and
Derek Tam and
Dieuwke Hupkes and
Diganta Misra and
Dilyar Buzan and
Dimitri Coelho Mollo and
Diyi Yang and
Dong{-}Ho Lee and
Dylan Schrader and
Ekaterina Shutova and
Ekin Dogus Cubuk and
Elad Segal and
Eleanor Hagerman and
Elizabeth Barnes and
Elizabeth Donoway and
Ellie Pavlick and
Emanuele Rodol{\`{a}} and
Emma Lam and
Eric Chu and
Eric Tang and
Erkut Erdem and
Ernie Chang and
Ethan A. Chi and
Ethan Dyer and
Ethan J. Jerzak and
Ethan Kim and
Eunice Engefu Manyasi and
Evgenii Zheltonozhskii and
Fanyue Xia and
Fatemeh Siar and
Fernando Mart{\'{\i}}nez{-}Plumed and
Francesca Happ{\'{e}} and
Fran{\c{c}}ois Chollet and
Frieda Rong and
Gaurav Mishra and
Genta Indra Winata and
Gerard de Melo and
Germ{\'{a}}n Kruszewski and
Giambattista Parascandolo and
Giorgio Mariani and
Gloria Wang and
Gonzalo Jaimovitch{-}L{\'{o}}pez and
Gregor Betz and
Guy Gur{-}Ari and
Hana Galijasevic and
Hannah Kim and
Hannah Rashkin and
Hannaneh Hajishirzi and
Harsh Mehta and
Hayden Bogar and
Henry Shevlin and
Hinrich Sch{\"{u}}tze and
Hiromu Yakura and
Hongming Zhang and
Hugh Mee Wong and
Ian Ng and
Isaac Noble and
Jaap Jumelet and
Jack Geissinger and
Jackson Kernion and
Jacob Hilton and
Jaehoon Lee and
Jaime Fern{\'{a}}ndez Fisac and
James B. Simon and
James Koppel and
James Zheng and
James Zou and
Jan Kocon and
Jana Thompson and
Janelle Wingfield and
Jared Kaplan and
Jarema Radom and
Jascha Sohl{-}Dickstein and
Jason Phang and
Jason Wei and
Jason Yosinski and
Jekaterina Novikova and
Jelle Bosscher and
Jennifer Marsh and
Jeremy Kim and
Jeroen Taal and
Jesse H. Engel and
Jesujoba Alabi and
Jiacheng Xu and
Jiaming Song and
Jillian Tang and
Joan Waweru and
John Burden and
John Miller and
John U. Balis and
Jonathan Batchelder and
Jonathan Berant and
J{\"{o}}rg Frohberg and
Jos Rozen and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Joseph Boudeman and
Joseph Guerr and
Joseph Jones and
Joshua B. Tenenbaum and
Joshua S. Rule and
Joyce Chua and
Kamil Kanclerz and
Karen Livescu and
Karl Krauth and
Karthik Gopalakrishnan and
Katerina Ignatyeva and
Katja Markert and
Kaustubh D. Dhole and
Kevin Gimpel and
Kevin Omondi and
Kory Mathewson and
Kristen Chiafullo and
Ksenia Shkaruta and
Kumar Shridhar and
Kyle McDonell and
Kyle Richardson and
Laria Reynolds and
Leo Gao and
Li Zhang and
Liam Dugan and
Lianhui Qin and
Lidia Contreras Ochando and
Louis{-}Philippe Morency and
Luca Moschella and
Lucas Lam and
Lucy Noble and
Ludwig Schmidt and
Luheng He and
Luis Oliveros Col{\'{o}}n and
Luke Metz and
L{\"{u}}tfi Kerem Senel and
Maarten Bosma and
Maarten Sap and
Maartje ter Hoeve and
Maheen Farooqi and
Manaal Faruqui and
Mantas Mazeika and
Marco Baturan and
Marco Marelli and
Marco Maru and
Mar{\'{\i}}a Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana and
Marie Tolkiehn and
Mario Giulianelli and
Martha Lewis and
Martin Potthast and
Matthew L. Leavitt and
Matthias Hagen and
M{\'{a}}ty{\'{a}}s Schubert and
Medina Baitemirova and
Melody Arnaud and
Melvin McElrath and
Michael A. Yee and
Michael Cohen and
Michael Gu and
Michael I. Ivanitskiy and
Michael Starritt and
Michael Strube and
Michal Swedrowski and
Michele Bevilacqua and
Michihiro Yasunaga and
Mihir Kale and
Mike Cain and
Mimee Xu and
Mirac Suzgun and
Mitch Walker and
Mo Tiwari and
Mohit Bansal and
Moin Aminnaseri and
Mor Geva and
Mozhdeh Gheini and
Mukund Varma T. and
Nanyun Peng and
Nathan A. Chi and
Nayeon Lee and
Neta Gur{-}Ari Krakover and
Nicholas Cameron and
Nicholas Roberts and
Nick Doiron and
Nicole Martinez and
Nikita Nangia and
Niklas Deckers and
Niklas Muennighoff and
Nitish Shirish Keskar and
Niveditha Iyer and
Noah Constant and
Noah Fiedel and
Nuan Wen and
Oliver Zhang and
Omar Agha and
Omar Elbaghdadi and
Omer Levy and
Owain Evans and
Pablo Antonio Moreno Casares and
Parth Doshi and
Pascale Fung and
Paul Pu Liang and
Paul Vicol and
Pegah Alipoormolabashi and
Peiyuan Liao and
Percy Liang and
Peter Chang and
Peter Eckersley and
Phu Mon Htut and
Pinyu Hwang and
Piotr Milkowski and
Piyush Patil and
Pouya Pezeshkpour and
Priti Oli and
Qiaozhu Mei and
Qing Lyu and
Qinlang Chen and
Rabin Banjade and
Rachel Etta Rudolph and
Raefer Gabriel and
Rahel Habacker and
Ramon Risco and
Rapha{\"{e}}l Milli{\`{e}}re and
Rhythm Garg and
Richard Barnes and
Rif A. Saurous and
Riku Arakawa and
Robbe Raymaekers and
Robert Frank and
Rohan Sikand and
Roman Novak and
Roman Sitelew and
Ronan LeBras and
Rosanne Liu and
Rowan Jacobs and
Rui Zhang and
Ruslan Salakhutdinov and
Ryan Chi and
Ryan Lee and
Ryan Stovall and
Ryan Teehan and
Rylan Yang and
Sahib Singh and
Saif M. Mohammad and
Sajant Anand and
Sam Dillavou and
Sam Shleifer and
Sam Wiseman and
Samuel Gruetter and
Samuel R. Bowman and
Samuel S. Schoenholz and
Sanghyun Han and
Sanjeev Kwatra and
Sarah A. Rous and
Sarik Ghazarian and
Sayan Ghosh and
Sean Casey and
Sebastian Bischoff and
Sebastian Gehrmann and
Sebastian Schuster and
Sepideh Sadeghi and
Shadi Hamdan and
Sharon Zhou and
Shashank Srivastava and
Sherry Shi and
Shikhar Singh and
Shima Asaadi and
Shixiang Shane Gu and
Shubh Pachchigar and
Shubham Toshniwal and
Shyam Upadhyay and
Shyamolima (Shammie) Debnath and
Siamak Shakeri and
Simon Thormeyer and
Simone Melzi and
Siva Reddy and
Sneha Priscilla Makini and
Soo{-}Hwan Lee and
Spencer Torene and
Sriharsha Hatwar and
Stanislas Dehaene and
Stefan Divic and
Stefano Ermon and
Stella Biderman and
Stephanie Lin and
Stephen Prasad and
Steven T. Piantadosi and
Stuart M. Shieber and
Summer Misherghi and
Svetlana Kiritchenko and
Swaroop Mishra and
Tal Linzen and
Tal Schuster and
Tao Li and
Tao Yu and
Tariq Ali and
Tatsu Hashimoto and
Te{-}Lin Wu and
Th{\'{e}}o Desbordes and
Theodore Rothschild and
Thomas Phan and
Tianle Wang and
Tiberius Nkinyili and
Timo Schick and
Timofei Kornev and
Titus Tunduny and
Tobias Gerstenberg and
Trenton Chang and
Trishala Neeraj and
Tushar Khot and
Tyler Shultz and
Uri Shaham and
Vedant Misra and
Vera Demberg and
Victoria Nyamai and
Vikas Raunak and
Vinay V. Ramasesh and
Vinay Uday Prabhu and
Vishakh Padmakumar and
Vivek Srikumar and
William Fedus and
William Saunders and
William Zhang and
Wout Vossen and
Xiang Ren and
Xiaoyu Tong and
Xinran Zhao and
Xinyi Wu and
Xudong Shen and
Yadollah Yaghoobzadeh and
Yair Lakretz and
Yangqiu Song and
Yasaman Bahri and
Yejin Choi and
Yichi Yang and
Yiding Hao and
Yifu Chen and
Yonatan Belinkov and
Yu Hou and
Yufang Hou and
Yuntao Bai and
Zachary Seid and
Zhuoye Zhao and
Zijian Wang and
Zijie J. Wang and
Zirui Wang and
Ziyi Wu},
title = {Beyond the Imitation Game: Quantifying and extrapolating the capabilities
of language models},
journal = {CoRR},
volume = {abs/2206.04615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04615},
doi = {10.48550/ARXIV.2206.04615},
eprinttype = {arXiv},
eprint = {2206.04615},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09305,
author = {Rediet Abebe and
Moritz Hardt and
Angela Jin and
John Miller and
Ludwig Schmidt and
Rebecca Wexler},
title = {Adversarial Scrutiny of Evidentiary Statistical Software},
journal = {CoRR},
volume = {abs/2206.09305},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09305},
doi = {10.48550/ARXIV.2206.09305},
eprinttype = {arXiv},
eprint = {2206.09305},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05516,
author = {Thao Nguyen and
Gabriel Ilharco and
Mitchell Wortsman and
Sewoong Oh and
Ludwig Schmidt},
title = {Quality Not Quantity: On the Interaction between Dataset Design and
Robustness of {CLIP}},
journal = {CoRR},
volume = {abs/2208.05516},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05516},
doi = {10.48550/ARXIV.2208.05516},
eprinttype = {arXiv},
eprint = {2208.05516},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05592,
author = {Gabriel Ilharco and
Mitchell Wortsman and
Samir Yitzhak Gadre and
Shuran Song and
Hannaneh Hajishirzi and
Simon Kornblith and
Ali Farhadi and
Ludwig Schmidt},
title = {Patching open-vocabulary models by interpolating weights},
journal = {CoRR},
volume = {abs/2208.05592},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05592},
doi = {10.48550/ARXIV.2208.05592},
eprinttype = {arXiv},
eprint = {2208.05592},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03350,
author = {Ofir Press and
Muru Zhang and
Sewon Min and
Ludwig Schmidt and
Noah A. Smith and
Mike Lewis},
title = {Measuring and Narrowing the Compositionality Gap in Language Models},
journal = {CoRR},
volume = {abs/2210.03350},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03350},
doi = {10.48550/ARXIV.2210.03350},
eprinttype = {arXiv},
eprint = {2210.03350},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08402,
author = {Christoph Schuhmann and
Romain Beaumont and
Richard Vencu and
Cade Gordon and
Ross Wightman and
Mehdi Cherti and
Theo Coombes and
Aarush Katta and
Clayton Mullis and
Mitchell Wortsman and
Patrick Schramowski and
Srivatsa Kundurthy and
Katherine Crowson and
Ludwig Schmidt and
Robert Kaczmarczyk and
Jenia Jitsev},
title = {{LAION-5B:} An open large-scale dataset for training next generation
image-text models},
journal = {CoRR},
volume = {abs/2210.08402},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08402},
doi = {10.48550/ARXIV.2210.08402},
eprinttype = {arXiv},
eprint = {2210.08402},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11948,
author = {Mitchell Wortsman and
Suchin Gururangan and
Shen Li and
Ali Farhadi and
Ludwig Schmidt and
Michael G. Rabbat and
Ari S. Morcos},
title = {lo-fi: distributed fine-tuning without communication},
journal = {CoRR},
volume = {abs/2210.11948},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11948},
doi = {10.48550/ARXIV.2210.11948},
eprinttype = {arXiv},
eprint = {2210.11948},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12517,
author = {Anas Awadalla and
Mitchell Wortsman and
Gabriel Ilharco and
Sewon Min and
Ian Magnusson and
Hannaneh Hajishirzi and
Ludwig Schmidt},
title = {Exploring The Landscape of Distributional Robustness for Question
Answering Models},
journal = {CoRR},
volume = {abs/2210.12517},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12517},
doi = {10.48550/ARXIV.2210.12517},
eprinttype = {arXiv},
eprint = {2210.12517},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12703,
author = {Josh Gardner and
Zoran Popovic and
Ludwig Schmidt},
title = {Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation},
journal = {CoRR},
volume = {abs/2211.12703},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12703},
doi = {10.48550/ARXIV.2211.12703},
eprinttype = {arXiv},
eprint = {2211.12703},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04089,
author = {Gabriel Ilharco and
Marco T{\'{u}}lio Ribeiro and
Mitchell Wortsman and
Suchin Gururangan and
Ludwig Schmidt and
Hannaneh Hajishirzi and
Ali Farhadi},
title = {Editing Models with Task Arithmetic},
journal = {CoRR},
volume = {abs/2212.04089},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04089},
doi = {10.48550/ARXIV.2212.04089},
eprinttype = {arXiv},
eprint = {2212.04089},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07143,
author = {Mehdi Cherti and
Romain Beaumont and
Ross Wightman and
Mitchell Wortsman and
Gabriel Ilharco and
Cade Gordon and
Christoph Schuhmann and
Ludwig Schmidt and
Jenia Jitsev},
title = {Reproducible scaling laws for contrastive language-image learning},
journal = {CoRR},
volume = {abs/2212.07143},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07143},
doi = {10.48550/ARXIV.2212.07143},
eprinttype = {arXiv},
eprint = {2212.07143},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08051,
author = {Matt Deitke and
Dustin Schwenk and
Jordi Salvador and
Luca Weihs and
Oscar Michel and
Eli VanderBilt and
Ludwig Schmidt and
Kiana Ehsani and
Aniruddha Kembhavi and
Ali Farhadi},
title = {Objaverse: {A} Universe of Annotated 3D Objects},
journal = {CoRR},
volume = {abs/2212.08051},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08051},
doi = {10.48550/ARXIV.2212.08051},
eprinttype = {arXiv},
eprint = {2212.08051},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GuillorySEDS21,
author = {Devin Guillory and
Vaishaal Shankar and
Sayna Ebrahimi and
Trevor Darrell and
Ludwig Schmidt},
title = {Predicting with Confidence on Unseen Distributions},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {1114--1124},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00117},
doi = {10.1109/ICCV48922.2021.00117},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GuillorySEDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KotarISEM21,
author = {Klemen Kotar and
Gabriel Ilharco and
Ludwig Schmidt and
Kiana Ehsani and
Roozbeh Mottaghi},
title = {Contrasting Contrastive Self-Supervised Representation Learning Pipelines},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9929--9939},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00980},
doi = {10.1109/ICCV48922.2021.00980},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KotarISEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ShankarDRRRS21,
author = {Vaishaal Shankar and
Achal Dave and
Rebecca Roelofs and
Deva Ramanan and
Benjamin Recht and
Ludwig Schmidt},
title = {Do Image Classifiers Generalize Across Time?},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9641--9649},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00952},
doi = {10.1109/ICCV48922.2021.00952},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/ShankarDRRRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerTRSKSLCS21,
author = {John Miller and
Rohan Taori and
Aditi Raghunathan and
Shiori Sagawa and
Pang Wei Koh and
Vaishaal Shankar and
Percy Liang and
Yair Carmon and
Ludwig Schmidt},
editor = {Marina Meila and
Tong Zhang},
title = {Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution
and In-Distribution Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7721--7735},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/miller21b.html},
timestamp = {Thu, 14 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerTRSKSLCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingHMS21,
author = {Frances Ding and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Retiring Adult: New Datasets for Fair Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6478--6490},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/32e54441e6382a7fbacbbbaf3c450059-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DingHMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiaoTRS21,
author = {Thomas Liao and
Rohan Taori and
Deborah Raji and
Ludwig Schmidt},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Are We Learning Yet? {A} Meta Review of Evaluation Failures Across
Machine Learning},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/757b505cfd34c64c85ca5b5690ee5293-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiaoTRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MilbichRSSGO21,
author = {Timo Milbich and
Karsten Roth and
Samarth Sinha and
Ludwig Schmidt and
Marzyeh Ghassemi and
Bj{\"{o}}rn Ommer},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Characterizing Generalization under Out-Of-Distribution Shifts in
Deep Metric Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25006--25018},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d1f255a373a3cef72e03aa9d980c7eca-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MilbichRSSGO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14005,
author = {Klemen Kotar and
Gabriel Ilharco and
Ludwig Schmidt and
Kiana Ehsani and
Roozbeh Mottaghi},
title = {Contrasting Contrastive Self-Supervised Representation Learning Models},
journal = {CoRR},
volume = {abs/2103.14005},
year = {2021},
url = {https://arxiv.org/abs/2103.14005},
eprinttype = {arXiv},
eprint = {2103.14005},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03315,
author = {Devin Guillory and
Vaishaal Shankar and
Sayna Ebrahimi and
Trevor Darrell and
Ludwig Schmidt},
title = {Predicting with Confidence on Unseen Distributions},
journal = {CoRR},
volume = {abs/2107.03315},
year = {2021},
url = {https://arxiv.org/abs/2107.03315},
eprinttype = {arXiv},
eprint = {2107.03315},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04649,
author = {John Miller and
Rohan Taori and
Aditi Raghunathan and
Shiori Sagawa and
Pang Wei Koh and
Vaishaal Shankar and
Percy Liang and
Yair Carmon and
Ludwig Schmidt},
title = {Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution
and In-Distribution Generalization},
journal = {CoRR},
volume = {abs/2107.04649},
year = {2021},
url = {https://arxiv.org/abs/2107.04649},
eprinttype = {arXiv},
eprint = {2107.04649},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09562,
author = {Timo Milbich and
Karsten Roth and
Samarth Sinha and
Ludwig Schmidt and
Marzyeh Ghassemi and
Bj{\"{o}}rn Ommer},
title = {Characterizing Generalization under Out-Of-Distribution Shifts in
Deep Metric Learning},
journal = {CoRR},
volume = {abs/2107.09562},
year = {2021},
url = {https://arxiv.org/abs/2107.09562},
eprinttype = {arXiv},
eprint = {2107.09562},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04884,
author = {Frances Ding and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
title = {Retiring Adult: New Datasets for Fair Machine Learning},
journal = {CoRR},
volume = {abs/2108.04884},
year = {2021},
url = {https://arxiv.org/abs/2108.04884},
eprinttype = {arXiv},
eprint = {2108.04884},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01903,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Mike Li and
Jong Wook Kim and
Hannaneh Hajishirzi and
Ali Farhadi and
Hongseok Namkoong and
Ludwig Schmidt},
title = {Robust fine-tuning of zero-shot models},
journal = {CoRR},
volume = {abs/2109.01903},
year = {2021},
url = {https://arxiv.org/abs/2109.01903},
eprinttype = {arXiv},
eprint = {2109.01903},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerKRS20,
author = {John Miller and
Karl Krauth and
Benjamin Recht and
Ludwig Schmidt},
title = {The Effect of Natural Distribution Shift on Question Answering Models},
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 = {6905--6916},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/miller20a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerKRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarFGFRSR20,
author = {Vaishaal Shankar and
Alex Fang and
Wenshuo Guo and
Sara Fridovich{-}Keil and
Jonathan Ragan{-}Kelley and
Ludwig Schmidt and
Benjamin Recht},
title = {Neural Kernels Without Tangents},
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 = {8614--8623},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarFGFRSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarRMFRS20,
author = {Vaishaal Shankar and
Rebecca Roelofs and
Horia Mania and
Alex Fang and
Benjamin Recht and
Ludwig Schmidt},
title = {Evaluating Machine Accuracy on ImageNet},
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 = {8634--8644},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarRMFRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaoriDSCRS20,
author = {Rohan Taori and
Achal Dave and
Vaishaal Shankar and
Nicholas Carlini and
Benjamin Recht and
Ludwig Schmidt},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Measuring Robustness to Natural Distribution Shifts in Image Classification},
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/d8330f857a17c53d217014ee776bfd50-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TaoriDSCRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02237,
author = {Vaishaal Shankar and
Alex Fang and
Wenshuo Guo and
Sara Fridovich{-}Keil and
Ludwig Schmidt and
Jonathan Ragan{-}Kelley and
Benjamin Recht},
title = {Neural Kernels Without Tangents},
journal = {CoRR},
volume = {abs/2003.02237},
year = {2020},
url = {https://arxiv.org/abs/2003.02237},
eprinttype = {arXiv},
eprint = {2003.02237},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14444,
author = {John Miller and
Karl Krauth and
Benjamin Recht and
Ludwig Schmidt},
title = {The Effect of Natural Distribution Shift on Question Answering Models},
journal = {CoRR},
volume = {abs/2004.14444},
year = {2020},
url = {https://arxiv.org/abs/2004.14444},
eprinttype = {arXiv},
eprint = {2004.14444},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00644,
author = {Rohan Taori and
Achal Dave and
Vaishaal Shankar and
Nicholas Carlini and
Benjamin Recht and
Ludwig Schmidt},
title = {Measuring Robustness to Natural Distribution Shifts in Image Classification},
journal = {CoRR},
volume = {abs/2007.00644},
year = {2020},
url = {https://arxiv.org/abs/2007.00644},
eprinttype = {arXiv},
eprint = {2007.00644},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/MilliSDH19,
author = {Smitha Milli and
Ludwig Schmidt and
Anca D. Dragan and
Moritz Hardt},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {Model Reconstruction from Model Explanations},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {1--9},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287562},
doi = {10.1145/3287560.3287562},
timestamp = {Fri, 26 Mar 2021 16:46:37 +0100},
biburl = {https://dblp.org/rec/conf/fat/MilliSDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EngstromTTSM19,
author = {Logan Engstrom and
Brandon Tran and
Dimitris Tsipras and
Ludwig Schmidt and
Aleksander Madry},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Exploring the Landscape of Spatial Robustness},
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 = {1802--1811},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/engstrom19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/EngstromTTSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RechtRSS19,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Do ImageNet Classifiers Generalize to ImageNet?},
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 = {5389--5400},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/recht19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RechtRSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarmonRSDL19,
author = {Yair Carmon and
Aditi Raghunathan and
Ludwig Schmidt and
John C. Duchi and
Percy Liang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Unlabeled Data Improves Adversarial Robustness},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11190--11201},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/32e0bd1497aa43e02a42f47d9d6515ad-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CarmonRSDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ManiaMSHR19,
author = {Horia Mania and
John Miller and
Ludwig Schmidt and
Moritz Hardt and
Benjamin Recht},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Model Similarity Mitigates Test Set Overuse},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9993--10002},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/48237d9f2dea8c74c2a72126cf63d933-Abstract.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ManiaMSHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoelofsSRFHMS19,
author = {Rebecca Roelofs and
Vaishaal Shankar and
Benjamin Recht and
Sara Fridovich{-}Keil and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Meta-Analysis of Overfitting in Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9175--9185},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ee39e503b6bedf0c98c388b7e8589aca-Abstract.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoelofsSRFHMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10811,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
title = {Do ImageNet Classifiers Generalize to ImageNet?},
journal = {CoRR},
volume = {abs/1902.10811},
year = {2019},
url = {http://arxiv.org/abs/1902.10811},
eprinttype = {arXiv},
eprint = {1902.10811},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12580,
author = {Horia Mania and
John Miller and
Ludwig Schmidt and
Moritz Hardt and
Benjamin Recht},
title = {Model Similarity Mitigates Test Set Overuse},
journal = {CoRR},
volume = {abs/1905.12580},
year = {2019},
url = {http://arxiv.org/abs/1905.12580},
eprinttype = {arXiv},
eprint = {1905.12580},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13736,
author = {Yair Carmon and
Aditi Raghunathan and
Ludwig Schmidt and
Percy Liang and
John C. Duchi},
title = {Unlabeled Data Improves Adversarial Robustness},
journal = {CoRR},
volume = {abs/1905.13736},
year = {2019},
url = {http://arxiv.org/abs/1905.13736},
eprinttype = {arXiv},
eprint = {1905.13736},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02168,
author = {Vaishaal Shankar and
Achal Dave and
Rebecca Roelofs and
Deva Ramanan and
Benjamin Recht and
Ludwig Schmidt},
title = {A systematic framework for natural perturbations from videos},
journal = {CoRR},
volume = {abs/1906.02168},
year = {2019},
url = {http://arxiv.org/abs/1906.02168},
eprinttype = {arXiv},
eprint = {1906.02168},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Ludwig18,
author = {Ludwig Schmidt},
title = {Algorithms above the noise floor},
school = {Massachusetts Institute of Technology, Cambridge, {USA}},
year = {2018},
url = {https://hdl.handle.net/1721.1/118098},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ndltd/Ludwig18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MadryMS18,
author = {Aleksander Madry and
Slobodan Mitrovic and
Ludwig Schmidt},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {A Fast Algorithm for Separated Sparsity via Perturbed Lagrangians},
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 = {20--28},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/madry18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MadryMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Diakonikolas0S18,
author = {Ilias Diakonikolas and
Jerry Li and
Ludwig Schmidt},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Fast and Sample Near-Optimal Algorithms for Learning Multidimensional
Histograms},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {819--842},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/diakonikolas18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/colt/Diakonikolas0S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MadryMSTV18,
author = {Aleksander Madry and
Aleksandar Makelov and
Ludwig Schmidt and
Dimitris Tsipras and
Adrian Vladu},
title = {Towards Deep Learning Models Resistant to Adversarial Attacks},
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=rJzIBfZAb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MadryMSTV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001MPS18,
author = {Jerry Li and
Aleksander Madry and
John Peebles and
Ludwig Schmidt},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {On the Limitations of First-Order Approximation in {GAN} Dynamics},
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 = {3011--3019},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/li18d.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001MPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SanturkarSM18,
author = {Shibani Santurkar and
Ludwig Schmidt and
Aleksander Madry},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {A Classification-Based Study of Covariate Shift in {GAN} Distributions},
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 = {4487--4496},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/santurkar18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SanturkarSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchmidtSTTM18,
author = {Ludwig Schmidt and
Shibani Santurkar and
Dimitris Tsipras and
Kunal Talwar and
Aleksander Madry},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Adversarially Robust Generalization Requires More Data},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5019--5031},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f708f064faaf32a43e4d3c784e6af9ea-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchmidtSTTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08513,
author = {Ilias Diakonikolas and
Jerry Li and
Ludwig Schmidt},
title = {Fast and Sample Near-Optimal Algorithms for Learning Multidimensional
Histograms},
journal = {CoRR},
volume = {abs/1802.08513},
year = {2018},
url = {http://arxiv.org/abs/1802.08513},
eprinttype = {arXiv},
eprint = {1802.08513},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11285,
author = {Ludwig Schmidt and
Shibani Santurkar and
Dimitris Tsipras and
Kunal Talwar and
Aleksander Madry},
title = {Adversarially Robust Generalization Requires More Data},
journal = {CoRR},
volume = {abs/1804.11285},
year = {2018},
url = {http://arxiv.org/abs/1804.11285},
eprinttype = {arXiv},
eprint = {1804.11285},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-11285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00451,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
title = {Do {CIFAR-10} Classifiers Generalize to CIFAR-10?},
journal = {CoRR},
volume = {abs/1806.00451},
year = {2018},
url = {http://arxiv.org/abs/1806.00451},
eprinttype = {arXiv},
eprint = {1806.00451},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05185,
author = {Smitha Milli and
Ludwig Schmidt and
Anca D. Dragan and
Moritz Hardt},
title = {Model Reconstruction from Model Explanations},
journal = {CoRR},
volume = {abs/1807.05185},
year = {2018},
url = {http://arxiv.org/abs/1807.05185},
eprinttype = {arXiv},
eprint = {1807.05185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/0001S17,
author = {Jerry Li and
Ludwig Schmidt},
editor = {Satyen Kale and
Ohad Shamir},
title = {Robust and Proper Learning for Mixtures of Gaussians via Systems of
Polynomial Inequalities},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {1302--1382},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/li17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/0001S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BackursIS17,
author = {Arturs Backurs and
Piotr Indyk and
Ludwig Schmidt},
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 = {On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel
Methods and Neural Networks},
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 = {4308--4318},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/635440afdfc39fe37995fed127d7df4f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/BackursIS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DiakonikolasG0N17,
author = {Ilias Diakonikolas and
Elena Grigorescu and
Jerry Li and
Abhiram Natarajan and
Krzysztof Onak and
Ludwig Schmidt},
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 = {Communication-Efficient Distributed Learning of Discrete Distributions},
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 = {6391--6401},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/7486cef2522ee03547cfb970a404a874-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DiakonikolasG0N17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/AcharyaD0S17,
author = {Jayadev Acharya and
Ilias Diakonikolas and
Jerry Li and
Ludwig Schmidt},
editor = {Philip N. Klein},
title = {Sample-Optimal Density Estimation in Nearly-Linear Time},
booktitle = {Proceedings of the Twenty-Eighth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2017, Barcelona, Spain, Hotel Porta Fira, January
16-19},
pages = {1278--1289},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974782.83},
doi = {10.1137/1.9781611974782.83},
timestamp = {Tue, 02 Feb 2021 17:07:33 +0100},
biburl = {https://dblp.org/rec/conf/soda/AcharyaD0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BackursIS17,
author = {Arturs Backurs and
Piotr Indyk and
Ludwig Schmidt},
editor = {Philip N. Klein},
title = {Better Approximations for Tree Sparsity in Nearly-Linear Time},
booktitle = {Proceedings of the Twenty-Eighth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2017, Barcelona, Spain, Hotel Porta Fira, January
16-19},
pages = {2215--2229},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974782.145},
doi = {10.1137/1.9781611974782.145},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/soda/BackursIS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001MPS17,
author = {Jerry Li and
Aleksander Madry and
John Peebles and
Ludwig Schmidt},
title = {Towards Understanding the Dynamics of Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1706.09884},
year = {2017},
url = {http://arxiv.org/abs/1706.09884},
eprinttype = {arXiv},
eprint = {1706.09884},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001MPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BackursIS17,
author = {Arturs Backurs and
Piotr Indyk and
Ludwig Schmidt},
title = {On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel
Methods and Neural Networks},
journal = {CoRR},
volume = {abs/1704.02958},
year = {2017},
url = {http://arxiv.org/abs/1704.02958},
eprinttype = {arXiv},
eprint = {1704.02958},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BackursIS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MadryMSTV17,
author = {Aleksander Madry and
Aleksandar Makelov and
Ludwig Schmidt and
Dimitris Tsipras and
Adrian Vladu},
title = {Towards Deep Learning Models Resistant to Adversarial Attacks},
journal = {CoRR},
volume = {abs/1706.06083},
year = {2017},
url = {http://arxiv.org/abs/1706.06083},
eprinttype = {arXiv},
eprint = {1706.06083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MadryMSTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00970,
author = {Shibani Santurkar and
Ludwig Schmidt and
Aleksander Madry},
title = {A Classification-Based Perspective on {GAN} Distributions},
journal = {CoRR},
volume = {abs/1711.00970},
year = {2017},
url = {http://arxiv.org/abs/1711.00970},
eprinttype = {arXiv},
eprint = {1711.00970},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02779,
author = {Logan Engstrom and
Dimitris Tsipras and
Ludwig Schmidt and
Aleksander Madry},
title = {A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations},
journal = {CoRR},
volume = {abs/1712.02779},
year = {2017},
url = {http://arxiv.org/abs/1712.02779},
eprinttype = {arXiv},
eprint = {1712.02779},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05510,
author = {Alexander LeNail and
Ludwig Schmidt and
Johnathan Li and
Tobias Ehrenberger and
Karen Sachs and
Stefanie Jegelka and
Ernest Fraenkel},
title = {Graph-Sparse Logistic Regression},
journal = {CoRR},
volume = {abs/1712.05510},
year = {2017},
url = {http://arxiv.org/abs/1712.05510},
eprinttype = {arXiv},
eprint = {1712.05510},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08130,
author = {Aleksander Madry and
Slobodan Mitrovic and
Ludwig Schmidt},
title = {A Fast Algorithm for Separated Sparsity via Perturbed Lagrangians},
journal = {CoRR},
volume = {abs/1712.08130},
year = {2017},
url = {http://arxiv.org/abs/1712.08130},
eprinttype = {arXiv},
eprint = {1712.08130},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcharyaDLS16,
author = {Jayadev Acharya and
Ilias Diakonikolas and
Jerry Li and
Ludwig Schmidt},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Fast Algorithms for Segmented Regression},
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 = {2878--2886},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/acharya16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcharyaDLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HegdeIS16,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
editor = {Subbarao Kambhampati},
title = {A Nearly-Linear Time Framework for Graph-Structured Sparsity},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {4165--4169},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/623},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HegdeIS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HegdeIS16,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Fast recovery from a union of subspaces},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4394--4402},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8929c70f8d710e412d38da624b21c3c8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HegdeIS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AcharyaD0S16,
author = {Jayadev Acharya and
Ilias Diakonikolas and
Jerry Li and
Ludwig Schmidt},
title = {Fast Algorithms for Segmented Regression},
journal = {CoRR},
volume = {abs/1607.03990},
year = {2016},
url = {http://arxiv.org/abs/1607.03990},
eprinttype = {arXiv},
eprint = {1607.03990},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AcharyaD0S16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eatcs/HegdeIS15,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
title = {Fast Algorithms for Structured Sparsity},
journal = {Bull. {EATCS}},
volume = {117},
year = {2015},
url = {http://eatcs.org/beatcs/index.php/beatcs/article/view/382},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eatcs/HegdeIS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HegdeIS15,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
title = {Approximation Algorithms for Model-Based Compressive Sensing},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {9},
pages = {5129--5147},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2457939},
doi = {10.1109/TIT.2015.2457939},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HegdeIS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SchmidtHILCH15,
author = {Ludwig Schmidt and
Chinmay Hegde and
Piotr Indyk and
Ligang Lu and
Xingang Chi and
Detlef Hohl},
title = {Seismic feature extraction using steiner tree methods},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {1647--1651},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178250},
doi = {10.1109/ICASSP.2015.7178250},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SchmidtHILCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HegdeIS15,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
editor = {Francis R. Bach and
David M. Blei},
title = {A Nearly-Linear Time Framework for Graph-Structured Sparsity},
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 = {928--937},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hegde15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HegdeIS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AndoniILRS15,
author = {Alexandr Andoni and
Piotr Indyk and
Thijs Laarhoven and
Ilya P. Razenshteyn and
Ludwig Schmidt},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Practical and Optimal {LSH} for Angular Distance},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1225--1233},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/2823f4797102ce1a1aec05359cc16dd9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AndoniILRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DiakonikolasHS15,
author = {Ilias Diakonikolas and
Moritz Hardt and
Ludwig Schmidt},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Differentially Private Learning of Structured Discrete Distributions},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2566--2574},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/2b3bf3eee2475e03885a110e9acaab61-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DiakonikolasHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/AcharyaDHLS15,
author = {Jayadev Acharya and
Ilias Diakonikolas and
Chinmay Hegde and
Jerry Zheng Li and
Ludwig Schmidt},
editor = {Tova Milo and
Diego Calvanese},
title = {Fast and Near-Optimal Algorithms for Approximating Distributions by
Histograms},
booktitle = {Proceedings of the 34th {ACM} Symposium on Principles of Database
Systems, {PODS} 2015, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {249--263},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2745754.2745772},
doi = {10.1145/2745754.2745772},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/AcharyaDHLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AcharyaDLS15,
author = {Jayadev Acharya and
Ilias Diakonikolas and
Jerry Zheng Li and
Ludwig Schmidt},
title = {Sample-Optimal Density Estimation in Nearly-Linear Time},
journal = {CoRR},
volume = {abs/1506.00671},
year = {2015},
url = {http://arxiv.org/abs/1506.00671},
eprinttype = {arXiv},
eprint = {1506.00671},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AcharyaDLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AndoniILRS15,
author = {Alexandr Andoni and
Piotr Indyk and
Thijs Laarhoven and
Ilya P. Razenshteyn and
Ludwig Schmidt},
title = {Practical and Optimal {LSH} for Angular Distance},
journal = {CoRR},
volume = {abs/1509.02897},
year = {2015},
url = {http://arxiv.org/abs/1509.02897},
eprinttype = {arXiv},
eprint = {1509.02897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AndoniILRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiS15a,
author = {Jerry Zheng Li and
Ludwig Schmidt},
title = {A Nearly Optimal and Agnostic Algorithm for Properly Learning a Mixture
of k Gaussians, for any Constant k},
journal = {CoRR},
volume = {abs/1506.01367},
year = {2015},
url = {http://arxiv.org/abs/1506.01367},
eprinttype = {arXiv},
eprint = {1506.01367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiS15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/GilbertIIS14,
author = {Anna C. Gilbert and
Piotr Indyk and
Mark A. Iwen and
Ludwig Schmidt},
title = {Recent Developments in the Sparse Fourier Transform: {A} compressed
Fourier transform for big data},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {5},
pages = {91--100},
year = {2014},
url = {https://doi.org/10.1109/MSP.2014.2329131},
doi = {10.1109/MSP.2014.2329131},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/GilbertIIS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/HegdeIS14,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
editor = {Javier Esparza and
Pierre Fraigniaud and
Thore Husfeldt and
Elias Koutsoupias},
title = {Nearly Linear-Time Model-Based Compressive Sensing},
booktitle = {Automata, Languages, and Programming - 41st International Colloquium,
{ICALP} 2014, Copenhagen, Denmark, July 8-11, 2014, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8572},
pages = {588--599},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-43948-7\_49},
doi = {10.1007/978-3-662-43948-7\_49},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/icalp/HegdeIS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SchmidtHIKLH14,
author = {Ludwig Schmidt and
Chinmay Hegde and
Piotr Indyk and
Jonathan Kane and
Ligang Lu and
Detlef Hohl},
title = {Automatic fault localization using the generalized Earth Mover's distance},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {8134--8138},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855186},
doi = {10.1109/ICASSP.2014.6855186},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SchmidtHIKLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SchmidtSM14,
author = {Ludwig Schmidt and
Matthew Sharifi and
Ignacio L{\'{o}}pez{-}Moreno},
title = {Large-scale speaker identification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {1650--1654},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853878},
doi = {10.1109/ICASSP.2014.6853878},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SchmidtSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HegdeIS14,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
title = {A fast approximation algorithm for tree-sparse recovery},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {1842--1846},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875152},
doi = {10.1109/ISIT.2014.6875152},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HegdeIS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/HegdeIS14,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
editor = {Chandra Chekuri},
title = {Approximation-Tolerant Model-Based Compressive Sensing},
booktitle = {Proceedings of the Twenty-Fifth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2014, Portland, Oregon, USA, January 5-7, 2014},
pages = {1544--1561},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973402.113},
doi = {10.1137/1.9781611973402.113},
timestamp = {Tue, 02 Feb 2021 17:07:40 +0100},
biburl = {https://dblp.org/rec/conf/soda/HegdeIS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HegdeIS14,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
title = {Approximation Algorithms for Model-Based Compressive Sensing},
journal = {CoRR},
volume = {abs/1406.1579},
year = {2014},
url = {http://arxiv.org/abs/1406.1579},
eprinttype = {arXiv},
eprint = {1406.1579},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HegdeIS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mixdes/BranlardAAGHJLM13,
author = {Julien Branlard and
Gohar Ayvazyan and
Valeri Ayvazyan and
Mariusz Grecki and
Matthias Hoffmann and
Tomasz Jezynski and
Frank Ludwig and
Uros Mavric and
Sven Pfeiffer and
Holger Schlarb and
Christian Schmidt and
Henning Weddig and
Bin Yang and
Pawel Barmuta and
Samer Bou Habib and
Lukasz Butkowski and
Krzysztof Czuba and
Maciej Grzegrzolka and
Ewa Janas and
Jan Piekarski and
Igor Rutkowski and
Dominik Sikora and
Lukasz Zembala and
Mateusz Zukocinski and
Wojciech Cichalewski and
Wojciech Jalmuzna and
Dariusz Makowski and
Aleksander Mielczarek and
Andrzej Napieralski and
Piotr Perek and
Adam Piotrowski and
Tomasz Pozniak and
Konrad Przygoda and
Grzegorz Boltruczyk and
Stefan Korolczuk and
Maciej Kudla and
Jaroslaw Szewinski and
Krzysztof Oliwa and
Wojciech Wierba},
title = {{MTCA.4} {LLRF} system for the European {XFEL}},
booktitle = {Proceedings of the 20th International Conference Mixed Design of Integrated
Circuits and Systems - {MIXDES} 2013, Gdynia, Poland, June 20-22,
2013},
pages = {109--112},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/freeabs\_all.jsp?arnumber=6613323},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mixdes/BranlardAAGHJLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fnms/FischerNMSHLS12,
author = {Johannes Karl Fischer and
Markus N{\"{o}}lle and
Lutz Molle and
Carsten Schmidt{-}Langhorst and
Jonas Hilt and
Reinhold Ludwig and
Colja Schubert},
title = {Beyond 100G - high-capacity transport technologies for next generation
optical core networks},
booktitle = {2012 Future Network {\&} Mobile Summit, Berlin, Germany, July
4-6, 2012},
pages = {1--9},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6294249/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fnms/FischerNMSHLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Schmidt-HackenbergYB12,
author = {Ludwig Schmidt{-}Hackenberg and
Mohammad Reza Yousefi and
Thomas M. Breuel},
title = {Visual cortex inspired features for object detection in X-ray images},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2573--2576},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460693/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/Schmidt-HackenbergYB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ObradorSO10,
author = {Pere Obrador and
Ludwig Schmidt{-}Hackenberg and
Nuria Oliver},
title = {The role of image composition in image aesthetics},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {3185--3188},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5654231},
doi = {10.1109/ICIP.2010.5654231},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ObradorSO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip3/KrebsSHLM10,
author = {Mathias Krebs and
Christian Schmidt and
Michael Henninger and
Matthias Ludwig and
Wolfgang M{\"{u}}ller},
editor = {Nicholas Reynolds and
M{\'{a}}rta Turcs{\'{a}}nyi{-}Szab{\'{o}}},
title = {Are Wikis and Weblogs an Appropriate Approach to Foster Collaboration,
Reflection and Students' Motivation?},
booktitle = {Key Competencies in the Knowledge Society - {IFIP} {TC} 3 International
Conference, {KCKS} 2010, Held as Part of {WCC} 2010, Brisbane, Australia,
September 20-23, 2010. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {324},
pages = {200--209},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15378-5\_20},
doi = {10.1007/978-3-642-15378-5\_20},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip3/KrebsSHLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dud/Gramlich08b,
author = {Ludwig Gramlich},
title = {Buchbesprechung - Hoeren, Thomas: Internet- und Kommunikationsrecht.
Praxis-Lehrbuch, 2008. Verlag Dr. Otto Schmidt. K{\"{o}}ln. XXXII,
480 S. {ISBN} 978-3-504-42051-2},
journal = {Datenschutz und Datensicherheit},
volume = {32},
number = {12},
pages = {834},
year = {2008},
url = {https://doi.org/10.1007/s11623-008-0202-9},
doi = {10.1007/S11623-008-0202-9},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dud/Gramlich08b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gfkl/2007,
editor = {Christine Preisach and
Hans Burkhardt and
Lars Schmidt{-}Thieme and
Reinhold Decker},
title = {Data Analysis, Machine Learning and Applications - Proceedings of
the 31st Annual Conference of the Gesellschaft f{\"{u}}r Klassifikation
e.V., Albert-Ludwigs-Universit{\"{a}}t Freiburg, March 7-9, 2007},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78246-9},
doi = {10.1007/978-3-540-78246-9},
isbn = {978-3-540-78239-1},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gfkl/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/SchmidtMLS07,
author = {Sebastian Schmidt and
Stefan Mandl and
Bernd Ludwig and
Herbert Stoyan},
editor = {Vladan Devedzic},
title = {Product-advisory on the web: An information extraction approach},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 25th Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 12-14, 2007},
pages = {678--683},
publisher = {{IASTED/ACTA} Press},
year = {2007},
timestamp = {Wed, 15 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aia/SchmidtMLS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/SchmidtSL07,
author = {Sebastian Schmidt and
Herbert Stoyan and
Bernd Ludwig},
editor = {Rainer Koschke and
Otthein Herzog and
Karl{-}Heinz R{\"{o}}diger and
Marc Ronthaler},
title = {{TRUSTEE} - Beratung beim Kauf von technischen Produkten},
booktitle = {37. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Informatik
trifft Logistik, {INFORMATIK} 2007, Bremen, Germany, September 24-27,
2007, Band 1},
series = {{LNI}},
volume = {{P-109}},
pages = {255--258},
publisher = {{GI}},
year = {2007},
url = {https://dl.gi.de/handle/20.500.12116/22591},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gi/SchmidtSL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Schmidt2005a,
author = {Holger Schmidt},
title = {Entwurf von Service-Level-Agreements auf der Basis von Dienstprozessen},
school = {Ludwig Maximilian University of Munich, Germany},
year = {2005},
url = {https://d-nb.info/962927945},
isbn = {3-8316-0455-X},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Schmidt2005a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/FerberSLBSMKW05,
author = {Sebastian Ferber and
Carsten Schmidt{-}Langhorst and
Reinhold Ludwig and
Christof Boerner and
Colja Schubert and
Vincent Marembert and
Marcel Kroh and
Hans{-}Georg Weber},
title = {160 Gbit/s {OTDM} Long-Haul Transmission with Long-Term Stability
Using {RZ-DPSK} Modulation Format},
journal = {{IEICE} Trans. Commun.},
volume = {88-B},
number = {5},
pages = {1947--1954},
year = {2005},
url = {https://doi.org/10.1093/ietcom/e88-b.5.1947},
doi = {10.1093/IETCOM/E88-B.5.1947},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/FerberSLBSMKW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/BuchmannGDELOSVW04,
author = {Johannes Buchmann and
Luis Carlos Coronado Garc{\'{\i}}a and
Martin D{\"{o}}ring and
Daniela Engelbert and
Christoph Ludwig and
Raphael Overbeck and
Arthur Schmidt and
Ulrich Vollmer and
Ralf{-}Philipp Weinmann},
title = {Post-Quantum Signatures},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {297},
year = {2004},
url = {http://eprint.iacr.org/2004/297},
timestamp = {Mon, 16 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iacr/BuchmannGDELOSVW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Pres94,
author = {Andreas Pres},
title = {Gestaltungsformen urheberrechtlicher Softwarelizenzvertr{\"{a}}ge:
eine juristische und {\"{o}}konomische Untersuchung unter besonderer
Ber{\"{u}}cksichtigung des Zweiten Gesetzes zur {\"{A}}nderung
des Urheberrechtsgesetzes vom 9. Juni 1993},
school = {Ludwig Maximilian University of Munich, Germany},
year = {1994},
url = {https://d-nb.info/941620484},
isbn = {978-3-504-68004-6},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Pres94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/insk/HausenMS87,
author = {Hans{-}Ludwig Hausen and
Monika M{\"{u}}llerburg and
Monika Schmidt},
title = {{\"{U}}ber das Pr{\"{u}}fen, Messen und Bewerten von Software:
Methoden und Techniken der analytischen Software-Qualit{\"{a}}tssicherung},
journal = {Inform. Spektrum},
volume = {10},
number = {3},
pages = {123--144},
year = {1987},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/insk/HausenMS87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Schmidt85c,
author = {Andrea Schmidt},
title = {Rechtsfiguren der Selbstbedienung im Zivilrecht (Versuch eines Vergleichs
verschiedener Selbstbedienungsformen im gewerblichen G{\"{u}}teraustausch:
Warenautomaten, Selbstbedienungsl{\"{a}}den, Selbstbedienungstankstellen,
Kauf via Bildschirmtext)},
school = {Ludwig Maximilian University of Munich, Germany},
year = {1985},
url = {https://d-nb.info/860761487},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Schmidt85c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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