Hossein Mobahi
Hossein Mobahi
Research Scientist @ Google
Verified email at csail.mit.edu - Homepage
Title
Cited by
Cited by
Year
Deep learning via semi-supervised embedding
J Weston, F Ratle, H Mobahi, R Collobert
Neural networks: Tricks of the trade, 639-655, 2012
10132012
Toward a practical face recognition system: Robust alignment and illumination by sparse representation
A Wagner, J Wright, A Ganesh, Z Zhou, H Mobahi, Y Ma
IEEE transactions on pattern analysis and machine intelligence 34 (2), 372-386, 2011
7382011
Combining active learning and semi-supervised learning using gaussian fields and harmonic functions
X Zhu, J Lafferty, Z Ghahramani
ICML 2003 workshop on the continuum from labeled to unlabeled data in …, 2003
5922003
Deep learning from temporal coherence in video
H Mobahi, R Collobert, J Weston
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
3662009
Learning with a Wasserstein loss
C Frogner, C Zhang, H Mobahi, M Araya-Polo, T Poggio
arXiv preprint arXiv:1506.05439, 2015
3412015
Face recognition with contiguous occlusion using markov random fields
Z Zhou, A Wagner, H Mobahi, J Wright, Y Ma
2009 IEEE 12th international conference on computer vision, 1050-1057, 2009
2032009
Segmentation of natural images by texture and boundary compression
H Mobahi, SR Rao, AY Yang, SS Sastry, Y Ma
International journal of computer vision 95 (1), 86-98, 2011
1812011
Natural image segmentation with adaptive texture and boundary encoding
SR Rao, H Mobahi, AY Yang, SS Sastry, Y Ma
Asian conference on computer vision, 135-146, 2009
1392009
Large margin deep networks for classification
GF Elsayed, D Krishnan, H Mobahi, K Regan, S Bengio
arXiv preprint arXiv:1803.05598, 2018
1232018
Fantastic Generalization Measures and Where to Find Them
Y Jiang, B Neyshabur, H Mobahi, D Krishnan, S Bengio
922019
Predicting the generalization gap in deep networks with margin distributions
Y Jiang, D Krishnan, H Mobahi, S Bengio
arXiv preprint arXiv:1810.00113, 2018
752018
Holistic 3d reconstruction of urban structures from low-rank textures
H Mobahi, Z Zhou, AY Yang, Y Ma
2011 IEEE International Conference on Computer Vision Workshops (ICCV …, 2011
572011
On the Link Between Gaussian Homotopy Continuation and Convex Envelopes
H Mobahi, JW Fisher III
Lecture Notes in Computer Science (EMMCVPR 2015), 2015
552015
A Theoretical Analysis of Optimization by Gaussian Continuation
H Mobahi, JW Fisher III
AAAI, 2015
492015
Training recurrent neural networks by diffusion
H Mobahi
arXiv preprint arXiv:1601.04114, 2016
352016
Self-distillation amplifies regularization in hilbert space
H Mobahi, M Farajtabar, PL Bartlett
NeurIPS 2020, 2020
342020
Sharpness-Aware Minimization for Efficiently Improving Generalization
P Foret, A Kleiner, H Mobahi, B Neyshabur
arXiv preprint arXiv:2010.01412, 2020
282020
Homotopy analysis for tensor PCA
A Anandkumar, Y Deng, R Ge, H Mobahi
Conference on Learning Theory, 79-104, 2017
262017
Seeing through the Blur
H Mobahi, CL Zitnick, Y Ma
CVPR, 2012
252012
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need
V Birodkar, H Mobahi, S Bengio
arXiv preprint arXiv:1901.11409, 2019
212019
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