Predicting Deep Neural Network Generalization with Perturbation Response
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Predicting Deep Neural Network Generalization with Perturbation Response Curves

9 June 2021

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Papers citing "Predicting Deep Neural Network Generalization with Perturbation Response Curves"

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Title
NeurIPS 2020 Competition: Predicting Generalization in Deep Learning Yiding Jiang Pierre Foret Scott Yak Daniel M. Roy H. Mobahi Gintare Karolina Dziugaite Samy Bengio Suriya Gunasekar Isabelle M Guyon Behnam Neyshabur Google Research OOD 62 55 0 14 Dec 2020
Representation Based Complexity Measures for Predicting Generalization in Deep Learning Parth Natekar Manik Sharma 40 36 0 04 Dec 2020
Learning Invariances in Neural Networks Gregory W. Benton Marc Finzi Pavel Izmailov A. Wilson 72 70 0 22 Oct 2020
Generalization Comparison of Deep Neural Networks via Output Sensitivity Mahsa Forouzesh Farnood Salehi Patrick Thiran 32 8 0 30 Jul 2020
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 68 366 0 24 Jun 2020
Fantastic Generalization Measures and Where to Find Them Yiding Jiang Behnam Neyshabur H. Mobahi Dilip Krishnan Samy Bengio AI4CE 139 607 0 04 Dec 2019
A Fourier Perspective on Model Robustness in Computer Vision Dong Yin Raphael Gontijo-Lopes Jonathon Shlens E. D. Cubuk Justin Gilmer OOD 81 501 0 21 Jun 2019
Predicting the Generalization Gap in Deep Networks with Margin Distributions Yiding Jiang Dilip Krishnan H. Mobahi Samy Bengio UQCV 93 199 0 28 Sep 2018
Why do deep convolutional networks generalize so poorly to small image transformations? Aharon Azulay Yair Weiss 73 561 0 30 May 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,797 0 25 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,904 0 25 Aug 2017
Network In Network Min Lin Qiang Chen Shuicheng Yan 291 6,279 0 16 Dec 2013