Generalization in Deep Learning

16 October 2017

Papers citing "Generalization in Deep Learning"

10 / 10 papers shown

Title
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 79 0 0 30 Mar 2025
Information-Theoretic Generalization Bounds for Deep Neural Networks Haiyun He Christina Lee Yu 75 5 0 04 Apr 2024
Investigating Generalization Behaviours of Generative Flow Networks Lazar Atanackovic Emmanuel Bengio AI4CE 51 3 0 07 Feb 2024
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 120 685 0 06 Dec 2017
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 95 1,801 0 16 Jun 2017
Deep Semi-Random Features for Nonlinear Function Approximation Kenji Kawaguchi Bo Xie Vikas Verma Le Song 106 15 0 28 Feb 2017
Fast Rates for Empirical Risk Minimization of Strict Saddle Problems Alon Gonen Shai Shalev-Shwartz 60 30 0 16 Jan 2017
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 272 10,149 0 16 Mar 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 213 583 0 27 Feb 2015
On the number of response regions of deep feed forward networks with piece-wise linear activations Razvan Pascanu Guido Montúfar Yoshua Bengio FAtt 88 257 0 20 Dec 2013