Ian Goodfellow
Ian Goodfellow
Unknown affiliation
Verified email at cs.stanford.edu - Homepage
TitleCited byYear
Generative adversarial nets
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
Advances in neural information processing systems, 2672-2680, 2014
97622014
Deep learning
I Goodfellow, Y Bengio, A Courville
MIT press, 2016
91512016
Tensorflow: A system for large-scale machine learning
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
12th {USENIX} Symposium on Operating Systems Design and Implementation …, 2016
77982016
TensorFlow: Large-scale machine learning on heterogeneous systems, 2015
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
Software available from tensorflow. org 1 (2), 2015
37832015
Intriguing properties of neural networks
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...
arXiv preprint arXiv:1312.6199, 2013
25512013
Explaining and Harnessing Adversarial Examples
I Goodfellow, J Shlens, C Szegedy
ICLR, 2014
24632014
Improved techniques for training gans
T Salimans, I Goodfellow, W Zaremba, V Cheung, A Radford, X Chen
Advances in neural information processing systems, 2234-2242, 2016
19552016
Maxout networks
IJ Goodfellow, D Warde-Farley, M Mirza, A Courville, Y Bengio
arXiv preprint arXiv:1302.4389, 2013
16182013
Theano: new features and speed improvements
F Bastien, P Lamblin, R Pascanu, J Bergstra, I Goodfellow, A Bergeron, ...
arXiv preprint arXiv:1211.5590, 2012
12702012
Practical black-box attacks against deep learning systems using adversarial examples
N Papernot, P McDaniel, I Goodfellow, S Jha, ZB Celik, A Swami
arXiv preprint arXiv:1602.02697 1 (2), 3, 2016
811*2016
Adversarial examples in the physical world
A Kurakin, I Goodfellow, S Bengio
arXiv preprint arXiv:1607.02533, 2016
8072016
Adversarial autoencoders
A Makhzani, J Shlens, N Jaitly, I Goodfellow, B Frey
arXiv preprint arXiv:1511.05644, 2015
7302015
NIPS 2016 tutorial: Generative adversarial networks
I Goodfellow
arXiv preprint arXiv:1701.00160, 2016
4972016
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
4942016
Adversarial machine learning at scale
A Kurakin, I Goodfellow, S Bengio
arXiv preprint arXiv:1611.01236, 2016
4212016
Ensemble adversarial training: Attacks and defenses
F Tramèr, A Kurakin, N Papernot, I Goodfellow, D Boneh, P McDaniel
arXiv preprint arXiv:1705.07204, 2017
4052017
Multi-digit number recognition from street view imagery using deep convolutional neural networks
IJ Goodfellow, Y Bulatov, J Ibarz, S Arnoud, V Shet
arXiv preprint arXiv:1312.6082, 2013
3942013
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
3932016
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
3572016
Unsupervised learning for physical interaction through video prediction
C Finn, I Goodfellow, S Levine
Advances in neural information processing systems, 64-72, 2016
3332016
The system can't perform the operation now. Try again later.
Articles 1–20