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Ian Goodfellow
Ian Goodfellow
DeepMind
Bestätigte E-Mail-Adresse bei deepmind.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Generative adversarial networks
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
Advances in neural information processing systems 27, 2014
65855*2014
Deep learning
I Goodfellow, Y Bengio, A Courville
MIT press, 2016
571502016
Tensorflow: Large-scale machine learning on heterogeneous distributed systems
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
arXiv preprint arXiv:1603.04467, 2016
275162016
Explaining and Harnessing Adversarial Examples
I Goodfellow, J Shlens, C Szegedy
ICLR, 2014
174332014
Intriguing properties of neural networks
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...
arXiv preprint arXiv:1312.6199, 2013
141802013
Improved techniques for training gans
T Salimans, I Goodfellow, W Zaremba, V Cheung, A Radford, X Chen
Advances in neural information processing systems 29, 2016
88832016
Adversarial examples in the physical world
A Kurakin, IJ Goodfellow, S Bengio
Artificial intelligence safety and security, 99-112, 2018
53622018
Deep learning with differential privacy
M Abadi, A Chu, I Goodfellow, HB McMahan, I Mironov, K Talwar, L Zhang
Proceedings of the 2016 ACM SIGSAC conference on computer and communications …, 2016
48012016
Self-attention generative adversarial networks
H Zhang, I Goodfellow, D Metaxas, A Odena
International conference on machine learning, 7354-7363, 2019
39652019
Practical black-box attacks against machine learning
N Papernot, P McDaniel, I Goodfellow, S Jha, ZB Celik, A Swami
Proceedings of the 2017 ACM on Asia conference on computer and …, 2017
34672017
Adversarial machine learning at scale
A Kurakin, I Goodfellow, S Bengio
arXiv preprint arXiv:1611.01236, 2016
29782016
Maxout networks
I Goodfellow, D Warde-Farley, M Mirza, A Courville, Y Bengio
International conference on machine learning, 1319-1327, 2013
29592013
Adversarial autoencoders
A Makhzani, J Shlens, N Jaitly, I Goodfellow, B Frey
arXiv preprint arXiv:1511.05644, 2015
29192015
Ensemble adversarial training: Attacks and defenses
F Tramèr, A Kurakin, N Papernot, I Goodfellow, D Boneh, P McDaniel
arXiv preprint arXiv:1705.07204, 2017
26902017
Mixmatch: A holistic approach to semi-supervised learning
D Berthelot, N Carlini, I Goodfellow, N Papernot, A Oliver, CA Raffel
Advances in neural information processing systems 32, 2019
25952019
Nips 2016 tutorial: Generative adversarial networks
I Goodfellow
arXiv preprint arXiv:1701.00160, 2016
23462016
Transferability in machine learning: from phenomena to black-box attacks using adversarial samples
N Papernot, P McDaniel, I Goodfellow
arXiv preprint arXiv:1605.07277, 2016
17502016
Sanity checks for saliency maps
J Adebayo, J Gilmer, M Muelly, I Goodfellow, M Hardt, B Kim
Advances in neural information processing systems 31, 2018
17022018
Theano: new features and speed improvements
F Bastien, P Lamblin, R Pascanu, J Bergstra, I Goodfellow, A Bergeron, ...
arXiv preprint arXiv:1211.5590, 2012
16762012
Challenges in representation learning: A report on three machine learning contests
IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ...
Neural Information Processing: 20th International Conference, ICONIP 2013 …, 2013
16472013
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