Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Hossein Mobahi

Hossein Mobahi

Google Research

Sharpness-Aware Minimization Improves Language Model Generalization


Oct 16, 2021
Dara Bahri, Hossein Mobahi, Yi Tay


  Access Paper or Ask Questions

The Low-Rank Simplicity Bias in Deep Networks


Mar 18, 2021
Minyoung Huh, Hossein Mobahi, Richard Zhang, Brian Cheung, Pulkit Agrawal, Phillip Isola


  Access Paper or Ask Questions

NeurIPS 2020 Competition: Predicting Generalization in Deep Learning


Dec 14, 2020
Yiding Jiang, Pierre Foret, Scott Yak, Daniel M. Roy, Hossein Mobahi, Gintare Karolina Dziugaite, Samy Bengio, Suriya Gunasekar, Isabelle Guyon, Behnam Neyshabur

* 20 pages, 2 figures. Accepted for NeurIPS 2020 Competitions Track. Lead organizer: Yiding Jiang 

  Access Paper or Ask Questions

Data Augmentation via Structured Adversarial Perturbations


Nov 05, 2020
Calvin Luo, Hossein Mobahi, Samy Bengio


  Access Paper or Ask Questions

A Unifying View on Implicit Bias in Training Linear Neural Networks


Oct 06, 2020
Chulhee Yun, Shankar Krishnan, Hossein Mobahi

* 40 pages, 6 figures 

  Access Paper or Ask Questions

Sharpness-Aware Minimization for Efficiently Improving Generalization


Oct 03, 2020
Pierre Foret, Ariel Kleiner, Hossein Mobahi, Behnam Neyshabur


  Access Paper or Ask Questions

Self-Distillation Amplifies Regularization in Hilbert Space


Feb 25, 2020
Hossein Mobahi, Mehrdad Farajtabar, Peter L. Bartlett


  Access Paper or Ask Questions

Fantastic Generalization Measures and Where to Find Them


Dec 04, 2019
Yiding Jiang, Behnam Neyshabur, Hossein Mobahi, Dilip Krishnan, Samy Bengio


  Access Paper or Ask Questions

A Closed-Form Learned Pooling for Deep Classification Networks


Jun 10, 2019
Vighnesh Birodkar, Hossein Mobahi, Dilip Krishnan, Samy Bengio


  Access Paper or Ask Questions

Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need


Jan 29, 2019
Vighnesh Birodkar, Hossein Mobahi, Samy Bengio


  Access Paper or Ask Questions

Predicting the Generalization Gap in Deep Networks with Margin Distributions


Sep 28, 2018
Yiding Jiang, Dilip Krishnan, Hossein Mobahi, Samy Bengio


  Access Paper or Ask Questions

Large Margin Deep Networks for Classification


Mar 15, 2018
Gamaleldin F. Elsayed, Dilip Krishnan, Hossein Mobahi, Kevin Regan, Samy Bengio


  Access Paper or Ask Questions

Homotopy Analysis for Tensor PCA


Jun 14, 2017
Anima Anandkumar, Yuan Deng, Rong Ge, Hossein Mobahi

* Accepted to COLT 2017 

  Access Paper or Ask Questions

Training Recurrent Neural Networks by Diffusion


Feb 04, 2016
Hossein Mobahi


  Access Paper or Ask Questions

A Theory of Local Matching: SIFT and Beyond


Jan 19, 2016
Hossein Mobahi, Stefano Soatto


  Access Paper or Ask Questions

Learning with a Wasserstein Loss


Dec 30, 2015
Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso Poggio

* NIPS 2015; v3 updates Algorithm 1 and Equations 6, 8 

  Access Paper or Ask Questions

Segmentation of Natural Images by Texture and Boundary Compression


Jun 18, 2010
Hossein Mobahi, Shankar R. Rao, Allen Y. Yang, Shankar S. Sastry, Yi Ma


  Access Paper or Ask Questions