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Hossein Mobahi

Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation
2011 · A. Wagner, J. Wright, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 630
Deep Learning via Semi-supervised Embedding
2012 · Jason Weston, Frédéric Ratle, et al. · Lecture notes in computer science · 577
Sharpness-Aware Minimization for Efficiently Improving Generalization
2020 · Foret, Pierre, Kleiner, Ariel, et al. · arXiv (Cornell University) · 521
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Learning with a Wasserstein Loss
2015 · Frogner, Charlie, Zhang, Chiyuan, et al. · arXiv (Cornell University) · 391
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Deep learning from temporal coherence in video
2009 · Hossein Mobahi, Ronan Collobert, et al. · International Conference on Machine Learning · 327
Face recognition with contiguous occlusion using markov random fields
2009 · Zihan Zhou, Andrew Wagner, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 196
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Fantastic Generalization Measures and Where to Find Them
2019 · Jiang, Yiding, Neyshabur, Behnam, et al. · arXiv (Cornell University) · 194
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Segmentation of Natural Images by Texture and Boundary Compression
2011 · Hossein Mobahi, Shankar R. Rao, et al. · International Journal of Computer Vision · 150
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Self-Distillation Amplifies Regularization in Hilbert Space
2020 · Mobahi, Hossein, Farajtabar, Mehrdad, et al. · arXiv (Cornell University) · 139
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Large Margin Deep Networks for Classification
2018 · Elsayed, Gamaleldin F., Krishnan, Dilip, et al. · arXiv (Cornell University) · 137
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Predicting the Generalization Gap in Deep Networks with Margin Distributions
2018 · Jiang, Yiding, Krishnan, Dilip, et al. · arXiv (Cornell University) · 127
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Natural Image Segmentation with Adaptive Texture and Boundary Encoding
2010 · Shankar R. Rao, Hossein Mobahi, et al. · Lecture notes in computer science · 114
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Fantastic Generalization Measures and Where to Find Them
2020 · Yiding Jiang, Behnam Neyshabur, et al. · International Conference on Learning Representations · 75
A Theoretical Analysis of Optimization by Gaussian Continuation
2015 · Hossein Mobahi, John Fisher III · Proceedings of the AAAI Conference on Artificial Intelligence · 74
On the Link between Gaussian Homotopy Continuation and Convex Envelopes
2015 · Hossein Mobahi, John W. Fisher · Lecture notes in computer science · 64
Sharpness-Aware Minimization Improves Language Model Generalization
2022 · Dara Bahri, Hossein Mobahi, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 45
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Holistic 3D reconstruction of urban structures from low-rank textures
2011 · Hossein Mobahi, Zihan Zhou, et al. · IEEE International Conference on Computer Vision Workshops · 38
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need
2019 · Birodkar, Vighnesh, Mobahi, Hossein, et al. · arXiv (Cornell University) · 33
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The Low-Rank Simplicity Bias in Deep Networks
2021 · Huh, Minyoung, Mobahi, Hossein, et al. · arXiv (Cornell University) · 31
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Homotopy Analysis for Tensor PCA
2016 · Anandkumar, Anima, Deng, Yuan, et al. · arXiv (Cornell University) · 27
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A Unifying View on Implicit Bias in Training Linear Neural Networks
2020 · Yun, Chulhee, Krishnan, Shankar, et al. · arXiv (Cornell University) · 26
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Seeing through the blur
2012 · H. Mobahi, C. L. Zitnick, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 26
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Training Recurrent Neural Networks by Diffusion
2016 · Mobahi, Hossein · arXiv (Cornell University) · 25
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A Bayesian state-space approach for damage detection and classification
2017 · Zoran Dzunic, Justin G. Chen, et al. · Mechanical Systems and Signal Processing · 21
Fuzzy perception, emotion and expression for interactive robots
2004 · H. Mobahi, S. Ansari · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 21
Works count: 70
Citation count: 4,188
H-index: 23
I10-index: 32
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