Michael Mathieu
Michael Mathieu
Verified email at cs.nyu.edu
TitleCited byYear
Overfeat: Integrated recognition, localization and detection using convolutional networks
P Sermanet, D Eigen, X Zhang, M Mathieu, R Fergus, Y LeCun
arXiv preprint arXiv:1312.6229, 2013
Deep multi-scale video prediction beyond mean square error
M Mathieu, C Couprie, Y LeCun
arXiv preprint arXiv:1511.05440, 2015
The loss surfaces of multilayer networks
A Choromanska, M Henaff, M Mathieu, GB Arous, Y LeCun
Artificial Intelligence and Statistics, 192-204, 2015
Energy-based generative adversarial network
J Zhao, M Mathieu, Y LeCun
arXiv preprint arXiv:1609.03126, 2016
Learning convolutional feature hierarchies for visual recognition
K Kavukcuoglu, P Sermanet, YL Boureau, K Gregor, M Mathieu, YL Cun
Advances in neural information processing systems, 1090-1098, 2010
Fast training of convolutional networks through ffts
M Mathieu, M Henaff, Y LeCun
arXiv preprint arXiv:1312.5851, 2013
Video (language) modeling: a baseline for generative models of natural videos
MA Ranzato, A Szlam, J Bruna, M Mathieu, R Collobert, S Chopra
arXiv preprint arXiv:1412.6604, 2014
Fast convolutional nets with fbfft: A GPU performance evaluation
N Vasilache, J Johnson, M Mathieu, S Chintala, S Piantino, Y LeCun
arXiv preprint arXiv:1412.7580, 2014
Disentangling factors of variation in deep representation using adversarial training
MF Mathieu, JJ Zhao, J Zhao, A Ramesh, P Sprechmann, Y LeCun
Advances in Neural Information Processing Systems, 5040-5048, 2016
Stacked what-where auto-encoders
J Zhao, M Mathieu, R Goroshin, Y Lecun
arXiv preprint arXiv:1506.02351, 2015
Learning longer memory in recurrent neural networks
T Mikolov, A Joulin, S Chopra, M Mathieu, MA Ranzato
arXiv preprint arXiv:1412.7753, 2014
AlphaStar: Mastering the real-time strategy game StarCraft II
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ...
DeepMind Blog, 2019
Learning to linearize under uncertainty
R Goroshin, MF Mathieu, Y LeCun
Advances in Neural Information Processing Systems, 1234-1242, 2015
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
Nature 575 (7782), 350-354, 2019
Fast approximation of rotations and Hessians matrices
M Mathieu, Y LeCun
arXiv preprint arXiv:1404.7195, 2014
Computer method and apparatus for classifying objects
P Keck
US Patent App. 10/430,685, 2004
Unsupervised Learning Under Uncertainty
M Mathieu
New York University, 2017
Deep multi-scale video prediction
MF Mathieu, C Couprie, YA Le Cun
US Patent 10,430,685, 2019
Fast training of convolutional networks through FFTS: International Conference on Learning Representations (ICLR2014), CBLS, April 2014
M Mathieu, M Henaff, Y LeCun
2nd International Conference on Learning Representations, ICLR 2014, 2014
Physical simulation of inarticulate robots
G Claret, M Mathieu, D Naccache, G Seguin
Cryptography and Security: From Theory to Applications, 491-499, 2012
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