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ORCIDBibTeX records: Ian J. Goodfellow
@article{DBLP:journals/cacm/GoodfellowPMXWO20,
author = {Ian J. Goodfellow and
Jean Pouget{-}Abadie and
Mehdi Mirza and
Bing Xu and
David Warde{-}Farley and
Sherjil Ozair and
Aaron C. Courville and
Yoshua Bengio},
title = {Generative adversarial networks},
journal = {Commun. {ACM}},
volume = {63},
number = {11},
pages = {139--144},
year = {2020},
url = {https://doi.org/10.1145/3422622},
doi = {10.1145/3422622},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GoodfellowPMXWO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DathathriDKRUBS20,
author = {Sumanth Dathathri and
Krishnamurthy Dvijotham and
Alexey Kurakin and
Aditi Raghunathan and
Jonathan Uesato and
Rudy Bunel and
Shreya Shankar and
Jacob Steinhardt and
Ian J. Goodfellow and
Percy Liang and
Pushmeet Kohli},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Enabling certification of verification-agnostic networks via memory-efficient
semidefinite programming},
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/397d6b4c83c91021fe928a8c4220386b-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DathathriDKRUBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02365,
author = {David Berthelot and
Peyman Milanfar and
Ian J. Goodfellow},
title = {Creating High Resolution Images with a Latent Adversarial Generator},
journal = {CoRR},
volume = {abs/2003.02365},
year = {2020},
url = {https://arxiv.org/abs/2003.02365},
eprinttype = {arXiv},
eprint = {2003.02365},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11645,
author = {Sumanth Dathathri and
Krishnamurthy Dvijotham and
Alexey Kurakin and
Aditi Raghunathan and
Jonathan Uesato and
Rudy Bunel and
Shreya Shankar and
Jacob Steinhardt and
Ian J. Goodfellow and
Percy Liang and
Pushmeet Kohli},
title = {Enabling certification of verification-agnostic networks via memory-efficient
semidefinite programming},
journal = {CoRR},
volume = {abs/2010.11645},
year = {2020},
url = {https://arxiv.org/abs/2010.11645},
eprinttype = {arXiv},
eprint = {2010.11645},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AzadiODGO19,
author = {Samaneh Azadi and
Catherine Olsson and
Trevor Darrell and
Ian J. Goodfellow and
Augustus Odena},
title = {Discriminator Rejection Sampling},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=S1GkToR5tm},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AzadiODGO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BerthelotRRG19,
author = {David Berthelot and
Colin Raffel and
Aurko Roy and
Ian J. Goodfellow},
title = {Understanding and Improving Interpolation in Autoencoders via an Adversarial
Regularizer},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=S1fQSiCcYm},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BerthelotRRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ElsayedGS19,
author = {Gamaleldin F. Elsayed and
Ian J. Goodfellow and
Jascha Sohl{-}Dickstein},
title = {Adversarial Reprogramming of Neural Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Syx\_Ss05tm},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ElsayedGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OdenaOAG19,
author = {Augustus Odena and
Catherine Olsson and
David G. Andersen and
Ian J. Goodfellow},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing},
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 = {4901--4911},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/odena19a.html},
timestamp = {Wed, 07 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OdenaOAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QinCCGR19,
author = {Yao Qin and
Nicholas Carlini and
Garrison W. Cottrell and
Ian J. Goodfellow and
Colin Raffel},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Imperceptible, Robust, and Targeted Adversarial Examples for Automatic
Speech Recognition},
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 = {5231--5240},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/qin19a.html},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QinCCGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangGMO19,
author = {Han Zhang and
Ian J. Goodfellow and
Dimitris N. Metaxas and
Augustus Odena},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Self-Attention Generative Adversarial Networks},
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 = {7354--7363},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zhang19d.html},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangGMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerthelotCGPOR19,
author = {David Berthelot and
Nicholas Carlini and
Ian J. Goodfellow and
Nicolas Papernot and
Avital Oliver and
Colin Raffel},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {MixMatch: {A} Holistic Approach to Semi-Supervised 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 = {5050--5060},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/1cd138d0499a68f4bb72bee04bbec2d7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BerthelotCGPOR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06705,
author = {Nicholas Carlini and
Anish Athalye and
Nicolas Papernot and
Wieland Brendel and
Jonas Rauber and
Dimitris Tsipras and
Ian J. Goodfellow and
Aleksander Madry and
Alexey Kurakin},
title = {On Evaluating Adversarial Robustness},
journal = {CoRR},
volume = {abs/1902.06705},
year = {2019},
url = {http://arxiv.org/abs/1902.06705},
eprinttype = {arXiv},
eprint = {1902.06705},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06293,
author = {Ian J. Goodfellow},
title = {A Research Agenda: Dynamic Models to Defend Against Correlated Attacks},
journal = {CoRR},
volume = {abs/1903.06293},
year = {2019},
url = {http://arxiv.org/abs/1903.06293},
eprinttype = {arXiv},
eprint = {1903.06293},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10346,
author = {Yao Qin and
Nicholas Carlini and
Ian J. Goodfellow and
Garrison W. Cottrell and
Colin Raffel},
title = {Imperceptible, Robust, and Targeted Adversarial Examples for Automatic
Speech Recognition},
journal = {CoRR},
volume = {abs/1903.10346},
year = {2019},
url = {http://arxiv.org/abs/1903.10346},
eprinttype = {arXiv},
eprint = {1903.10346},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02249,
author = {David Berthelot and
Nicholas Carlini and
Ian J. Goodfellow and
Nicolas Papernot and
Avital Oliver and
Colin Raffel},
title = {MixMatch: {A} Holistic Approach to Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1905.02249},
year = {2019},
url = {http://arxiv.org/abs/1905.02249},
eprinttype = {arXiv},
eprint = {1905.02249},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GoodfellowMP18,
author = {Ian J. Goodfellow and
Patrick D. McDaniel and
Nicolas Papernot},
title = {Making machine learning robust against adversarial inputs},
journal = {Commun. {ACM}},
volume = {61},
number = {7},
pages = {56--66},
year = {2018},
url = {https://doi.org/10.1145/3134599},
doi = {10.1145/3134599},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/GoodfellowMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AdebayoGGK18,
author = {Julius Adebayo and
Justin Gilmer and
Ian J. Goodfellow and
Been Kim},
title = {Local Explanation Methods for Deep Neural Networks Lack Sensitivity
to Parameter Values},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SJOYTK1vM},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AdebayoGGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BuckmanRRG18,
author = {Jacob Buckman and
Aurko Roy and
Colin Raffel and
Ian J. Goodfellow},
title = {Thermometer Encoding: One Hot Way To Resist Adversarial Examples},
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=S18Su--CW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BuckmanRRG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FedusGD18,
author = {William Fedus and
Ian J. Goodfellow and
Andrew M. Dai},
title = {MaskGAN: Better Text Generation via Filling in the {\_}{\_}{\_}{\_}{\_}{\_}{\_}},
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=ByOExmWAb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FedusGD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FedusRLDMG18,
author = {William Fedus and
Mihaela Rosca and
Balaji Lakshminarayanan and
Andrew M. Dai and
Shakir Mohamed and
Ian J. Goodfellow},
title = {Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence
At Every Step},
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=ByQpn1ZA-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FedusRLDMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GilmerMFSRWG18,
author = {Justin Gilmer and
Luke Metz and
Fartash Faghri and
Samuel S. Schoenholz and
Maithra Raghu and
Martin Wattenberg and
Ian J. Goodfellow},
title = {Adversarial Spheres},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SkthlLkPf},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GilmerMFSRWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/OliverORCG18,
author = {Avital Oliver and
Augustus Odena and
Colin Raffel and
Ekin D. Cubuk and
Ian J. Goodfellow},
title = {Realistic Evaluation of Semi-Supervised Learning Algorithms},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=ByCZsFyPf},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/OliverORCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TramerKPGBM18,
author = {Florian Tram{\`{e}}r and
Alexey Kurakin and
Nicolas Papernot and
Ian J. Goodfellow and
Dan Boneh and
Patrick D. McDaniel},
title = {Ensemble Adversarial Training: Attacks and Defenses},
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=rkZvSe-RZ},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TramerKPGBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OdenaBOBORG18,
author = {Augustus Odena and
Jacob Buckman and
Catherine Olsson and
Tom B. Brown and
Christopher Olah and
Colin Raffel and
Ian J. Goodfellow},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Is Generator Conditioning Causally Related to {GAN} Performance?},
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 = {3846--3855},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/odena18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/OdenaBOBORG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OliverORCG18,
author = {Avital Oliver and
Augustus Odena and
Colin Raffel and
Ekin Dogus Cubuk and
Ian J. Goodfellow},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Realistic Evaluation of Deep Semi-Supervised Learning Algorithms},
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 = {3239--3250},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/c1fea270c48e8079d8ddf7d06d26ab52-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OliverORCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ElsayedSCPKGS18,
author = {Gamaleldin F. Elsayed and
Shreya Shankar and
Brian Cheung and
Nicolas Papernot and
Alexey Kurakin and
Ian J. Goodfellow and
Jascha Sohl{-}Dickstein},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Adversarial Examples that Fool both Computer Vision and Time-Limited
Humans},
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 = {3914--3924},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8562ae5e286544710b2e7ebe9858833b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ElsayedSCPKGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdebayoGMGHK18,
author = {Julius Adebayo and
Justin Gilmer and
Michael Muelly and
Ian J. Goodfellow and
Moritz Hardt and
Been Kim},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Sanity Checks for Saliency Maps},
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 = {9525--9536},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/294a8ed24b1ad22ec2e7efea049b8737-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AdebayoGMGHK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-02774,
author = {Justin Gilmer and
Luke Metz and
Fartash Faghri and
Samuel S. Schoenholz and
Maithra Raghu and
Martin Wattenberg and
Ian J. Goodfellow},
title = {Adversarial Spheres},
journal = {CoRR},
volume = {abs/1801.02774},
year = {2018},
url = {http://arxiv.org/abs/1801.02774},
eprinttype = {arXiv},
eprint = {1801.02774},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-02774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07736,
author = {William Fedus and
Ian J. Goodfellow and
Andrew M. Dai},
title = {MaskGAN: Better Text Generation via Filling in the {\_}{\_}{\_}{\_}{\_}{\_}},
journal = {CoRR},
volume = {abs/1801.07736},
year = {2018},
url = {http://arxiv.org/abs/1801.07736},
eprinttype = {arXiv},
eprint = {1801.07736},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08195,
author = {Gamaleldin F. Elsayed and
Shreya Shankar and
Brian Cheung and
Nicolas Papernot and
Alex Kurakin and
Ian J. Goodfellow and
Jascha Sohl{-}Dickstein},
title = {Adversarial Examples that Fool both Human and Computer Vision},
journal = {CoRR},
volume = {abs/1802.08195},
year = {2018},
url = {http://arxiv.org/abs/1802.08195},
eprinttype = {arXiv},
eprint = {1802.08195},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08768,
author = {Augustus Odena and
Jacob Buckman and
Catherine Olsson and
Tom B. Brown and
Christopher Olah and
Colin Raffel and
Ian J. Goodfellow},
title = {Is Generator Conditioning Causally Related to {GAN} Performance?},
journal = {CoRR},
volume = {abs/1802.08768},
year = {2018},
url = {http://arxiv.org/abs/1802.08768},
eprinttype = {arXiv},
eprint = {1802.08768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06373,
author = {Harini Kannan and
Alexey Kurakin and
Ian J. Goodfellow},
title = {Adversarial Logit Pairing},
journal = {CoRR},
volume = {abs/1803.06373},
year = {2018},
url = {http://arxiv.org/abs/1803.06373},
eprinttype = {arXiv},
eprint = {1803.06373},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00097,
author = {Alexey Kurakin and
Ian J. Goodfellow and
Samy Bengio and
Yinpeng Dong and
Fangzhou Liao and
Ming Liang and
Tianyu Pang and
Jun Zhu and
Xiaolin Hu and
Cihang Xie and
Jianyu Wang and
Zhishuai Zhang and
Zhou Ren and
Alan L. Yuille and
Sangxia Huang and
Yao Zhao and
Yuzhe Zhao and
Zhonglin Han and
Junjiajia Long and
Yerkebulan Berdibekov and
Takuya Akiba and
Seiya Tokui and
Motoki Abe},
title = {Adversarial Attacks and Defences Competition},
journal = {CoRR},
volume = {abs/1804.00097},
year = {2018},
url = {http://arxiv.org/abs/1804.00097},
eprinttype = {arXiv},
eprint = {1804.00097},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07870,
author = {Ian J. Goodfellow},
title = {Gradient Masking Causes {CLEVER} to Overestimate Adversarial Perturbation
Size},
journal = {CoRR},
volume = {abs/1804.07870},
year = {2018},
url = {http://arxiv.org/abs/1804.07870},
eprinttype = {arXiv},
eprint = {1804.07870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09170,
author = {Avital Oliver and
Augustus Odena and
Colin Raffel and
Ekin D. Cubuk and
Ian J. Goodfellow},
title = {Realistic Evaluation of Deep Semi-Supervised Learning Algorithms},
journal = {CoRR},
volume = {abs/1804.09170},
year = {2018},
url = {http://arxiv.org/abs/1804.09170},
eprinttype = {arXiv},
eprint = {1804.09170},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08318,
author = {Han Zhang and
Ian J. Goodfellow and
Dimitris N. Metaxas and
Augustus Odena},
title = {Self-Attention Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1805.08318},
year = {2018},
url = {http://arxiv.org/abs/1805.08318},
eprinttype = {arXiv},
eprint = {1805.08318},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04169,
author = {Ian J. Goodfellow},
title = {Defense Against the Dark Arts: An overview of adversarial example
security research and future research directions},
journal = {CoRR},
volume = {abs/1806.04169},
year = {2018},
url = {http://arxiv.org/abs/1806.04169},
eprinttype = {arXiv},
eprint = {1806.04169},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-11146,
author = {Gamaleldin F. Elsayed and
Ian J. Goodfellow and
Jascha Sohl{-}Dickstein},
title = {Adversarial Reprogramming of Neural Networks},
journal = {CoRR},
volume = {abs/1806.11146},
year = {2018},
url = {http://arxiv.org/abs/1806.11146},
eprinttype = {arXiv},
eprint = {1806.11146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-11146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-06732,
author = {Justin Gilmer and
Ryan P. Adams and
Ian J. Goodfellow and
David G. Andersen and
George E. Dahl},
title = {Motivating the Rules of the Game for Adversarial Example Research},
journal = {CoRR},
volume = {abs/1807.06732},
year = {2018},
url = {http://arxiv.org/abs/1807.06732},
eprinttype = {arXiv},
eprint = {1807.06732},
timestamp = {Wed, 07 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07543,
author = {David Berthelot and
Colin Raffel and
Aurko Roy and
Ian J. Goodfellow},
title = {Understanding and Improving Interpolation in Autoencoders via an Adversarial
Regularizer},
journal = {CoRR},
volume = {abs/1807.07543},
year = {2018},
url = {http://arxiv.org/abs/1807.07543},
eprinttype = {arXiv},
eprint = {1807.07543},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-10875,
author = {Augustus Odena and
Ian J. Goodfellow},
title = {TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing},
journal = {CoRR},
volume = {abs/1807.10875},
year = {2018},
url = {http://arxiv.org/abs/1807.10875},
eprinttype = {arXiv},
eprint = {1807.10875},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-10875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04888,
author = {Catherine Olsson and
Surya Bhupatiraju and
Tom B. Brown and
Augustus Odena and
Ian J. Goodfellow},
title = {Skill Rating for Generative Models},
journal = {CoRR},
volume = {abs/1808.04888},
year = {2018},
url = {http://arxiv.org/abs/1808.04888},
eprinttype = {arXiv},
eprint = {1808.04888},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08352,
author = {Tom B. Brown and
Nicholas Carlini and
Chiyuan Zhang and
Catherine Olsson and
Paul F. Christiano and
Ian J. Goodfellow},
title = {Unrestricted Adversarial Examples},
journal = {CoRR},
volume = {abs/1809.08352},
year = {2018},
url = {http://arxiv.org/abs/1809.08352},
eprinttype = {arXiv},
eprint = {1809.08352},
timestamp = {Thu, 01 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03292,
author = {Julius Adebayo and
Justin Gilmer and
Michael Muelly and
Ian J. Goodfellow and
Moritz Hardt and
Been Kim},
title = {Sanity Checks for Saliency Maps},
journal = {CoRR},
volume = {abs/1810.03292},
year = {2018},
url = {http://arxiv.org/abs/1810.03292},
eprinttype = {arXiv},
eprint = {1810.03292},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03307,
author = {Julius Adebayo and
Justin Gilmer and
Ian J. Goodfellow and
Been Kim},
title = {Local Explanation Methods for Deep Neural Networks Lack Sensitivity
to Parameter Values},
journal = {CoRR},
volume = {abs/1810.03307},
year = {2018},
url = {http://arxiv.org/abs/1810.03307},
eprinttype = {arXiv},
eprint = {1810.03307},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06758,
author = {Samaneh Azadi and
Catherine Olsson and
Trevor Darrell and
Ian J. Goodfellow and
Augustus Odena},
title = {Discriminator Rejection Sampling},
journal = {CoRR},
volume = {abs/1810.06758},
year = {2018},
url = {http://arxiv.org/abs/1810.06758},
eprinttype = {arXiv},
eprint = {1810.06758},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03685,
author = {Ian J. Goodfellow},
title = {New CleverHans Feature: Better Adversarial Robustness Evaluations
with Attack Bundling},
journal = {CoRR},
volume = {abs/1811.03685},
year = {2018},
url = {http://arxiv.org/abs/1811.03685},
eprinttype = {arXiv},
eprint = {1811.03685},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/PapernotMGJCS17,
author = {Nicolas Papernot and
Patrick D. McDaniel and
Ian J. Goodfellow and
Somesh Jha and
Z. Berkay Celik and
Ananthram Swami},
editor = {Ramesh Karri and
Ozgur Sinanoglu and
Ahmad{-}Reza Sadeghi and
Xun Yi},
title = {Practical Black-Box Attacks against Machine Learning},
booktitle = {Proceedings of the 2017 {ACM} on Asia Conference on Computer and Communications
Security, AsiaCCS 2017, Abu Dhabi, United Arab Emirates, April 2-6,
2017},
pages = {506--519},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3052973.3053009},
doi = {10.1145/3052973.3053009},
timestamp = {Sun, 12 Nov 2023 02:11:41 +0100},
biburl = {https://dblp.org/rec/conf/ccs/PapernotMGJCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csfw/AbadiEGMMPTZ17,
author = {Mart{\'{\i}}n Abadi and
{\'{U}}lfar Erlingsson and
Ian J. Goodfellow and
H. Brendan McMahan and
Ilya Mironov and
Nicolas Papernot and
Kunal Talwar and
Li Zhang},
title = {On the Protection of Private Information in Machine Learning Systems:
Two Recent Approches},
booktitle = {30th {IEEE} Computer Security Foundations Symposium, {CSF} 2017, Santa
Barbara, CA, USA, August 21-25, 2017},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CSF.2017.10},
doi = {10.1109/CSF.2017.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csfw/AbadiEGMMPTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangPGDA17,
author = {Sandy H. Huang and
Nicolas Papernot and
Ian J. Goodfellow and
Yan Duan and
Pieter Abbeel},
title = {Adversarial Attacks on Neural Network Policies},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=ryvlRyBKl},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuangPGDA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KurakinGB17,
author = {Alexey Kurakin and
Ian J. Goodfellow and
Samy Bengio},
title = {Adversarial Machine Learning at Scale},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BJm4T4Kgx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KurakinGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KurakinGB17a,
author = {Alexey Kurakin and
Ian J. Goodfellow and
Samy Bengio},
title = {Adversarial examples in the physical world},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HJGU3Rodl},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KurakinGB17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MiyatoDG17,
author = {Takeru Miyato and
Andrew M. Dai and
Ian J. Goodfellow},
title = {Adversarial Training Methods for Semi-Supervised Text Classification},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=r1X3g2\_xl},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MiyatoDG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PapernotAEGT17,
author = {Nicolas Papernot and
Mart{\'{\i}}n Abadi and
{\'{U}}lfar Erlingsson and
Ian J. Goodfellow and
Kunal Talwar},
title = {Semi-supervised Knowledge Transfer for Deep Learning from Private
Training Data},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HkwoSDPgg},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PapernotAEGT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Goodfellow17,
author = {Ian J. Goodfellow},
title = {{NIPS} 2016 Tutorial: Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1701.00160},
year = {2017},
url = {http://arxiv.org/abs/1701.00160},
eprinttype = {arXiv},
eprint = {1701.00160},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Goodfellow17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangPGDA17,
author = {Sandy H. Huang and
Nicolas Papernot and
Ian J. Goodfellow and
Yan Duan and
Pieter Abbeel},
title = {Adversarial Attacks on Neural Network Policies},
journal = {CoRR},
volume = {abs/1702.02284},
year = {2017},
url = {http://arxiv.org/abs/1702.02284},
eprinttype = {arXiv},
eprint = {1702.02284},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangPGDA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TramerPGBM17,
author = {Florian Tram{\`{e}}r and
Nicolas Papernot and
Ian J. Goodfellow and
Dan Boneh and
Patrick D. McDaniel},
title = {The Space of Transferable Adversarial Examples},
journal = {CoRR},
volume = {abs/1704.03453},
year = {2017},
url = {http://arxiv.org/abs/1704.03453},
eprinttype = {arXiv},
eprint = {1704.03453},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TramerPGBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-08022,
author = {Mart{\'{\i}}n Abadi and
{\'{U}}lfar Erlingsson and
Ian J. Goodfellow and
H. Brendan McMahan and
Ilya Mironov and
Nicolas Papernot and
Kunal Talwar and
Li Zhang},
title = {On the Protection of Private Information in Machine Learning Systems:
Two Recent Approaches},
journal = {CoRR},
volume = {abs/1708.08022},
year = {2017},
url = {http://arxiv.org/abs/1708.08022},
eprinttype = {arXiv},
eprint = {1708.08022},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-08022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08446,
author = {William Fedus and
Mihaela Rosca and
Balaji Lakshminarayanan and
Andrew M. Dai and
Shakir Mohamed and
Ian J. Goodfellow},
title = {Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence
At Every Step},
journal = {CoRR},
volume = {abs/1710.08446},
year = {2017},
url = {http://arxiv.org/abs/1710.08446},
eprinttype = {arXiv},
eprint = {1710.08446},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0040158,
author = {Ian J. Goodfellow and
Yoshua Bengio and
Aaron C. Courville},
title = {Deep Learning},
series = {Adaptive computation and machine learning},
publisher = {{MIT} Press},
year = {2016},
url = {http://www.deeplearningbook.org/},
isbn = {978-0-262-03561-3},
timestamp = {Sat, 25 Mar 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0040158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AbadiCGMMT016,
author = {Mart{\'{\i}}n Abadi and
Andy Chu and
Ian J. Goodfellow and
H. Brendan McMahan and
Ilya Mironov and
Kunal Talwar and
Li Zhang},
editor = {Edgar R. Weippl and
Stefan Katzenbeisser and
Christopher Kruegel and
Andrew C. Myers and
Shai Halevi},
title = {Deep Learning with Differential Privacy},
booktitle = {Proceedings of the 2016 {ACM} {SIGSAC} Conference on Computer and
Communications Security, Vienna, Austria, October 24-28, 2016},
pages = {308--318},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2976749.2978318},
doi = {10.1145/2976749.2978318},
timestamp = {Tue, 10 Nov 2020 20:00:49 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AbadiCGMMT016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhengSLG16,
author = {Stephan Zheng and
Yang Song and
Thomas Leung and
Ian J. Goodfellow},
title = {Improving the Robustness of Deep Neural Networks via Stability Training},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {4480--4488},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.485},
doi = {10.1109/CVPR.2016.485},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhengSLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FinnGL16,
author = {Chelsea Finn and
Ian J. Goodfellow and
Sergey Levine},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Unsupervised Learning for Physical Interaction through Video Prediction},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {64--72},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/d9d4f495e875a2e075a1a4a6e1b9770f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FinnGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalimansGZCRCC16,
author = {Tim Salimans and
Ian J. Goodfellow and
Wojciech Zaremba and
Vicki Cheung and
Alec Radford and
Xi Chen},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Improved Techniques for Training GANs},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2226--2234},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8a3363abe792db2d8761d6403605aeb7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SalimansGZCRCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/ChenGS15,
author = {Tianqi Chen and
Ian J. Goodfellow and
Jonathon Shlens},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Net2Net: Accelerating Learning via Knowledge Transfer},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.05641},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapernotMGJCS16,
author = {Nicolas Papernot and
Patrick D. McDaniel and
Ian J. Goodfellow and
Somesh Jha and
Z. Berkay Celik and
Ananthram Swami},
title = {Practical Black-Box Attacks against Deep Learning Systems using Adversarial
Examples},
journal = {CoRR},
volume = {abs/1602.02697},
year = {2016},
url = {http://arxiv.org/abs/1602.02697},
eprinttype = {arXiv},
eprint = {1602.02697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapernotMGJCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AbadiABBCCCDDDG16,
author = {Mart{\'{\i}}n Abadi and
Ashish Agarwal and
Paul Barham and
Eugene Brevdo and
Zhifeng Chen and
Craig Citro and
Gregory S. Corrado and
Andy Davis and
Jeffrey Dean and
Matthieu Devin and
Sanjay Ghemawat and
Ian J. Goodfellow and
Andrew Harp and
Geoffrey Irving and
Michael Isard and
Yangqing Jia and
Rafal J{\'{o}}zefowicz and
Lukasz Kaiser and
Manjunath Kudlur and
Josh Levenberg and
Dan Man{\'{e}} and
Rajat Monga and
Sherry Moore and
Derek Gordon Murray and
Chris Olah and
Mike Schuster and
Jonathon Shlens and
Benoit Steiner and
Ilya Sutskever and
Kunal Talwar and
Paul A. Tucker and
Vincent Vanhoucke and
Vijay Vasudevan and
Fernanda B. Vi{\'{e}}gas and
Oriol Vinyals and
Pete Warden and
Martin Wattenberg and
Martin Wicke and
Yuan Yu and
Xiaoqiang Zheng},
title = {TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed
Systems},
journal = {CoRR},
volume = {abs/1603.04467},
year = {2016},
url = {http://arxiv.org/abs/1603.04467},
eprinttype = {arXiv},
eprint = {1603.04467},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AbadiABBCCCDDDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhengSLG16,
author = {Stephan Zheng and
Yang Song and
Thomas Leung and
Ian J. Goodfellow},
title = {Improving the Robustness of Deep Neural Networks via Stability Training},
journal = {CoRR},
volume = {abs/1604.04326},
year = {2016},
url = {http://arxiv.org/abs/1604.04326},
eprinttype = {arXiv},
eprint = {1604.04326},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhengSLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Al-RfouAAa16,
author = {Rami Al{-}Rfou and
Guillaume Alain and
Amjad Almahairi and
Christof Angerm{\"{u}}ller and
Dzmitry Bahdanau and
Nicolas Ballas and
Fr{\'{e}}d{\'{e}}ric Bastien and
Justin Bayer and
Anatoly Belikov and
Alexander Belopolsky and
Yoshua Bengio and
Arnaud Bergeron and
James Bergstra and
Valentin Bisson and
Josh Bleecher Snyder and
Nicolas Bouchard and
Nicolas Boulanger{-}Lewandowski and
Xavier Bouthillier and
Alexandre de Br{\'{e}}bisson and
Olivier Breuleux and
Pierre Luc Carrier and
Kyunghyun Cho and
Jan Chorowski and
Paul F. Christiano and
Tim Cooijmans and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Myriam C{\^{o}}t{\'{e}} and
Aaron C. Courville and
Yann N. Dauphin and
Olivier Delalleau and
Julien Demouth and
Guillaume Desjardins and
Sander Dieleman and
Laurent Dinh and
Melanie Ducoffe and
Vincent Dumoulin and
Samira Ebrahimi Kahou and
Dumitru Erhan and
Ziye Fan and
Orhan Firat and
Mathieu Germain and
Xavier Glorot and
Ian J. Goodfellow and
Matthew Graham and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Philippe Hamel and
Iban Harlouchet and
Jean{-}Philippe Heng and
Bal{\'{a}}zs Hidasi and
Sina Honari and
Arjun Jain and
S{\'{e}}bastien Jean and
Kai Jia and
Mikhail Korobov and
Vivek Kulkarni and
Alex Lamb and
Pascal Lamblin and
Eric Larsen and
C{\'{e}}sar Laurent and
Sean Lee and
Simon Lefran{\c{c}}ois and
Simon Lemieux and
Nicholas L{\'{e}}onard and
Zhouhan Lin and
Jesse A. Livezey and
Cory Lorenz and
Jeremiah Lowin and
Qianli Ma and
Pierre{-}Antoine Manzagol and
Olivier Mastropietro and
Robert McGibbon and
Roland Memisevic and
Bart van Merri{\"{e}}nboer and
Vincent Michalski and
Mehdi Mirza and
Alberto Orlandi and
Christopher Joseph Pal and
Razvan Pascanu and
Mohammad Pezeshki and
Colin Raffel and
Daniel Renshaw and
Matthew Rocklin and
Adriana Romero and
Markus Roth and
Peter Sadowski and
John Salvatier and
Fran{\c{c}}ois Savard and
Jan Schl{\"{u}}ter and
John Schulman and
Gabriel Schwartz and
Iulian Vlad Serban and
Dmitriy Serdyuk and
Samira Shabanian and
{\'{E}}tienne Simon and
Sigurd Spieckermann and
S. Ramana Subramanyam and
Jakub Sygnowski and
J{\'{e}}r{\'{e}}mie Tanguay and
Gijs van Tulder and
Joseph P. Turian and
Sebastian Urban and
Pascal Vincent and
Francesco Visin and
Harm de Vries and
David Warde{-}Farley and
Dustin J. Webb and
Matthew Willson and
Kelvin Xu and
Lijun Xue and
Li Yao and
Saizheng Zhang and
Ying Zhang},
title = {Theano: {A} Python framework for fast computation of mathematical
expressions},
journal = {CoRR},
volume = {abs/1605.02688},
year = {2016},
url = {http://arxiv.org/abs/1605.02688},
eprinttype = {arXiv},
eprint = {1605.02688},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Al-RfouAAa16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FinnGL16,
author = {Chelsea Finn and
Ian J. Goodfellow and
Sergey Levine},
title = {Unsupervised Learning for Physical Interaction through Video Prediction},
journal = {CoRR},
volume = {abs/1605.07157},
year = {2016},
url = {http://arxiv.org/abs/1605.07157},
eprinttype = {arXiv},
eprint = {1605.07157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FinnGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapernotMG16,
author = {Nicolas Papernot and
Patrick D. McDaniel and
Ian J. Goodfellow},
title = {Transferability in Machine Learning: from Phenomena to Black-Box Attacks
using Adversarial Samples},
journal = {CoRR},
volume = {abs/1605.07277},
year = {2016},
url = {http://arxiv.org/abs/1605.07277},
eprinttype = {arXiv},
eprint = {1605.07277},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapernotMG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MiyatoDG16,
author = {Takeru Miyato and
Andrew M. Dai and
Ian J. Goodfellow},
title = {Virtual Adversarial Training for Semi-Supervised Text Classification},
journal = {CoRR},
volume = {abs/1605.07725},
year = {2016},
url = {http://arxiv.org/abs/1605.07725},
eprinttype = {arXiv},
eprint = {1605.07725},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MiyatoDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SalimansGZCRC16,
author = {Tim Salimans and
Ian J. Goodfellow and
Wojciech Zaremba and
Vicki Cheung and
Alec Radford and
Xi Chen},
title = {Improved Techniques for Training GANs},
journal = {CoRR},
volume = {abs/1606.03498},
year = {2016},
url = {http://arxiv.org/abs/1606.03498},
eprinttype = {arXiv},
eprint = {1606.03498},
timestamp = {Sun, 16 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SalimansGZCRC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AbadiCGMMTZ16,
author = {Mart{\'{\i}}n Abadi and
Andy Chu and
Ian J. Goodfellow and
H. Brendan McMahan and
Ilya Mironov and
Kunal Talwar and
Li Zhang},
title = {Deep Learning with Differential Privacy},
journal = {CoRR},
volume = {abs/1607.00133},
year = {2016},
url = {http://arxiv.org/abs/1607.00133},
eprinttype = {arXiv},
eprint = {1607.00133},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AbadiCGMMTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KurakinGB16,
author = {Alexey Kurakin and
Ian J. Goodfellow and
Samy Bengio},
title = {Adversarial examples in the physical world},
journal = {CoRR},
volume = {abs/1607.02533},
year = {2016},
url = {http://arxiv.org/abs/1607.02533},
eprinttype = {arXiv},
eprint = {1607.02533},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KurakinGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoodfellowPM16,
author = {Ian J. Goodfellow and
Nicolas Papernot and
Patrick D. McDaniel},
title = {cleverhans v0.1: an adversarial machine learning library},
journal = {CoRR},
volume = {abs/1610.00768},
year = {2016},
url = {http://arxiv.org/abs/1610.00768},
eprinttype = {arXiv},
eprint = {1610.00768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowPM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapernotAEGT16,
author = {Nicolas Papernot and
Mart{\'{\i}}n Abadi and
{\'{U}}lfar Erlingsson and
Ian J. Goodfellow and
Kunal Talwar},
title = {Semi-supervised Knowledge Transfer for Deep Learning from Private
Training Data},
journal = {CoRR},
volume = {abs/1610.05755},
year = {2016},
url = {http://arxiv.org/abs/1610.05755},
eprinttype = {arXiv},
eprint = {1610.05755},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapernotAEGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KurakinGB16a,
author = {Alexey Kurakin and
Ian J. Goodfellow and
Samy Bengio},
title = {Adversarial Machine Learning at Scale},
journal = {CoRR},
volume = {abs/1611.01236},
year = {2016},
url = {http://arxiv.org/abs/1611.01236},
eprinttype = {arXiv},
eprint = {1611.01236},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KurakinGB16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GoodfellowECCMH15,
author = {Ian J. Goodfellow and
Dumitru Erhan and
Pierre Luc Carrier and
Aaron C. Courville and
Mehdi Mirza and
Benjamin Hamner and
William Cukierski and
Yichuan Tang and
David Thaler and
Dong{-}Hyun Lee and
Yingbo Zhou and
Chetan Ramaiah and
Fangxiang Feng and
Ruifan Li and
Xiaojie Wang and
Dimitris Athanasakis and
John Shawe{-}Taylor and
Maxim Milakov and
John Park and
Radu Tudor Ionescu and
Marius Popescu and
Cristian Grozea and
James Bergstra and
Jingjing Xie and
Lukasz Romaszko and
Bing Xu and
Zhang Chuang and
Yoshua Bengio},
title = {Challenges in representation learning: {A} report on three machine
learning contests},
journal = {Neural Networks},
volume = {64},
pages = {59--63},
year = {2015},
url = {https://doi.org/10.1016/j.neunet.2014.09.005},
doi = {10.1016/J.NEUNET.2014.09.005},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GoodfellowECCMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/Goodfellow14,
author = {Ian J. Goodfellow},
editor = {Yoshua Bengio and
Yann LeCun},
title = {On distinguishability criteria for estimating generative models},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6515},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/Goodfellow14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GoodfellowSS14,
author = {Ian J. Goodfellow and
Jonathon Shlens and
Christian Szegedy},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Explaining and Harnessing Adversarial Examples},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6572},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GoodfellowV14,
author = {Ian J. Goodfellow and
Oriol Vinyals},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Qualitatively characterizing neural network optimization problems},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6544},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Goodfellow15,
author = {Ian J. Goodfellow},
title = {Efficient Per-Example Gradient Computations},
journal = {CoRR},
volume = {abs/1510.01799},
year = {2015},
url = {http://arxiv.org/abs/1510.01799},
eprinttype = {arXiv},
eprint = {1510.01799},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Goodfellow15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MakhzaniSJG15,
author = {Alireza Makhzani and
Jonathon Shlens and
Navdeep Jaitly and
Ian J. Goodfellow},
title = {Adversarial Autoencoders},
journal = {CoRR},
volume = {abs/1511.05644},
year = {2015},
url = {http://arxiv.org/abs/1511.05644},
eprinttype = {arXiv},
eprint = {1511.05644},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MakhzaniSJG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DumoulinGCB14,
author = {Vincent Dumoulin and
Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
editor = {Carla E. Brodley and
Peter Stone},
title = {On the Challenges of Physical Implementations of RBMs},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1199--1205},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8924},
doi = {10.1609/AAAI.V28I1.8924},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DumoulinGCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoodfellowPMXWOCB14,
author = {Ian J. Goodfellow and
Jean Pouget{-}Abadie and
Mehdi Mirza and
Bing Xu and
David Warde{-}Farley and
Sherjil Ozair and
Aaron C. Courville and
Yoshua Bengio},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Generative Adversarial Nets},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2672--2680},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/5ca3e9b122f61f8f06494c97b1afccf3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoodfellowPMXWOCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GoodfellowBIAS13,
author = {Ian J. Goodfellow and
Yaroslav Bulatov and
Julian Ibarz and
Sacha Arnoud and
Vinay D. Shet},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Multi-digit Number Recognition from Street View Imagery using Deep
Convolutional Neural Networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6082},
timestamp = {Thu, 04 Apr 2019 13:20:07 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowBIAS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GoodfellowMDCB13,
author = {Ian J. Goodfellow and
Mehdi Mirza and
Xia Da and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {An Empirical Investigation of Catastrophic Forgeting in Gradient-Based
Neural Networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6211},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowMDCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SzegedyZSBEGF13,
author = {Christian Szegedy and
Wojciech Zaremba and
Ilya Sutskever and
Joan Bruna and
Dumitru Erhan and
Ian J. Goodfellow and
Rob Fergus},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Intriguing properties of neural networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6199},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzegedyZSBEGF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/Warde-FarleyGCB13,
author = {David Warde{-}Farley and
Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {An empirical analysis of dropout in piecewise linear networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6197},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Warde-FarleyGCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoodfellowPMXWOCB14,
author = {Ian J. Goodfellow and
Jean Pouget{-}Abadie and
Mehdi Mirza and
Bing Xu and
David Warde{-}Farley and
Sherjil Ozair and
Aaron C. Courville and
Yoshua Bengio},
title = {Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1406.2661},
year = {2014},
url = {http://arxiv.org/abs/1406.2661},
eprinttype = {arXiv},
eprint = {1406.2661},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowPMXWOCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GoodfellowCB13,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Scaling Up Spike-and-Slab Models for Unsupervised Feature Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {8},
pages = {1902--1914},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.273},
doi = {10.1109/TPAMI.2012.273},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GoodfellowCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoodfellowWMCB13,
author = {Ian J. Goodfellow and
David Warde{-}Farley and
Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
title = {Maxout Networks},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1319--1327},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/goodfellow13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoodfellowWMCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13,
author = {Ian J. Goodfellow and
Dumitru Erhan and
Pierre Luc Carrier and
Aaron C. Courville and
Mehdi Mirza and
Benjamin Hamner and
William Cukierski and
Yichuan Tang and
David Thaler and
Dong{-}Hyun Lee and
Yingbo Zhou and
Chetan Ramaiah and
Fangxiang Feng and
Ruifan Li and
Xiaojie Wang and
Dimitris Athanasakis and
John Shawe{-}Taylor and
Maxim Milakov and
John Park and
Radu Tudor Ionescu and
Marius Popescu and
Cristian Grozea and
James Bergstra and
Jingjing Xie and
Lukasz Romaszko and
Bing Xu and
Chuang Zhang and
Yoshua Bengio},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Challenges in Representation Learning: {A} Report on Three Machine
Learning Contests},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8228},
pages = {117--124},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42051-1\_16},
doi = {10.1007/978-3-642-42051-1\_16},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoodfellowMCB13,
author = {Ian J. Goodfellow and
Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Multi-Prediction Deep Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {548--556},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/0bb4aec1710521c12ee76289d9440817-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoodfellowMCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3568,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Joint Training Deep Boltzmann Machines for Classification},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3568},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-5088,
author = {Ian J. Goodfellow},
title = {Piecewise Linear Multilayer Perceptrons and Dropout},
journal = {CoRR},
volume = {abs/1301.5088},
year = {2013},
url = {http://arxiv.org/abs/1301.5088},
eprinttype = {arXiv},
eprint = {1301.5088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-5088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-4389,
author = {Ian J. Goodfellow and
David Warde{-}Farley and
Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
title = {Maxout Networks},
journal = {CoRR},
volume = {abs/1302.4389},
year = {2013},
url = {http://arxiv.org/abs/1302.4389},
eprinttype = {arXiv},
eprint = {1302.4389},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-4389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13,
author = {Ian J. Goodfellow and
Dumitru Erhan and
Pierre Luc Carrier and
Aaron C. Courville and
Mehdi Mirza and
Benjamin Hamner and
William Cukierski and
Yichuan Tang and
David Thaler and
Dong{-}Hyun Lee and
Yingbo Zhou and
Chetan Ramaiah and
Fangxiang Feng and
Ruifan Li and
Xiaojie Wang and
Dimitris Athanasakis and
John Shawe{-}Taylor and
Maxim Milakov and
John Park and
Radu Tudor Ionescu and
Marius Popescu and
Cristian Grozea and
James Bergstra and
Jingjing Xie and
Lukasz Romaszko and
Bing Xu and
Chuang Zhang and
Yoshua Bengio},
title = {Challenges in Representation Learning: {A} report on three machine
learning contests},
journal = {CoRR},
volume = {abs/1307.0414},
year = {2013},
url = {http://arxiv.org/abs/1307.0414},
eprinttype = {arXiv},
eprint = {1307.0414},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoodfellowWLDMPBBB13,
author = {Ian J. Goodfellow and
David Warde{-}Farley and
Pascal Lamblin and
Vincent Dumoulin and
Mehdi Mirza and
Razvan Pascanu and
James Bergstra and
Fr{\'{e}}d{\'{e}}ric Bastien and
Yoshua Bengio},
title = {Pylearn2: a machine learning research library},
journal = {CoRR},
volume = {abs/1308.4214},
year = {2013},
url = {http://arxiv.org/abs/1308.4214},
eprinttype = {arXiv},
eprint = {1308.4214},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowWLDMPBBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DumoulinGCB13,
author = {Vincent Dumoulin and
Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {On the Challenges of Physical Implementations of RBMs},
journal = {CoRR},
volume = {abs/1312.5258},
year = {2013},
url = {http://arxiv.org/abs/1312.5258},
eprinttype = {arXiv},
eprint = {1312.5258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DumoulinGCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoodfellowCB12,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Large-Scale Feature Learning With Spike-and-Slab Sparse Coding},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/718.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoodfellowCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MesnilDGRBGLMDWVCB12,
author = {Gr{\'{e}}goire Mesnil and
Yann N. Dauphin and
Xavier Glorot and
Salah Rifai and
Yoshua Bengio and
Ian J. Goodfellow and
Erick Lavoie and
Xavier Muller and
Guillaume Desjardins and
David Warde{-}Farley and
Pascal Vincent and
Aaron C. Courville and
James Bergstra},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Unsupervised and Transfer Learning Challenge: a Deep Learning Approach},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {97--110},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/mesnil12a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MesnilDGRBGLMDWVCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-3382,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery},
journal = {CoRR},
volume = {abs/1201.3382},
year = {2012},
url = {http://arxiv.org/abs/1201.3382},
eprinttype = {arXiv},
eprint = {1201.3382},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-3382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-5590,
author = {Fr{\'{e}}d{\'{e}}ric Bastien and
Pascal Lamblin and
Razvan Pascanu and
James Bergstra and
Ian J. Goodfellow and
Arnaud Bergeron and
Nicolas Bouchard and
David Warde{-}Farley and
Yoshua Bengio},
title = {Theano: new features and speed improvements},
journal = {CoRR},
volume = {abs/1211.5590},
year = {2012},
url = {http://arxiv.org/abs/1211.5590},
eprinttype = {arXiv},
eprint = {1211.5590},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-5590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2686,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Joint Training of Deep Boltzmann Machines},
journal = {CoRR},
volume = {abs/1212.2686},
year = {2012},
url = {http://arxiv.org/abs/1212.2686},
eprinttype = {arXiv},
eprint = {1212.2686},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hri/GoodfellowKMPST10,
author = {Ian J. Goodfellow and
Nate Koenig and
Marius Muja and
Caroline Pantofaru and
Alexander Sorokin and
Leila Takayama},
editor = {Pamela J. Hinds and
Hiroshi Ishiguro and
Takayuki Kanda and
Peter H. Kahn Jr.},
title = {Help me help you: interfaces for personal robots},
booktitle = {Proceedings of the 5th {ACM/IEEE} International Conference on Human
Robot Interaction, {HRI} 2010, Osaka, Japan, March 2-5, 2010},
pages = {187--188},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1734454.1734536},
doi = {10.1145/1734454.1734536},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hri/GoodfellowKMPST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoodfellowLSLN09,
author = {Ian J. Goodfellow and
Quoc V. Le and
Andrew M. Saxe and
Honglak Lee and
Andrew Y. Ng},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Measuring Invariances in Deep Networks},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {646--654},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/428fca9bc1921c25c5121f9da7815cde-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoodfellowLSLN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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