mixup: Beyond Empirical Risk Minimization

mixup: Beyond Empirical Risk Minimization

25 October 2017

Moustapha Cissé

Yann N. Dauphin

David Lopez-Paz

Papers citing "mixup: Beyond Empirical Risk Minimization"

14 / 4,964 papers shown

Title
Joint Optimization Framework for Learning with Noisy Labels Daiki Tanaka Daiki Ikami T. Yamasaki Kiyoharu Aizawa NoLa 25 701 0 30 Mar 2018
Adversarial Logit Pairing Harini Kannan Alexey Kurakin Ian Goodfellow AAML 10 624 0 16 Mar 2018
Retrieval-Augmented Convolutional Neural Networks for Improved Robustness against Adversarial Examples Jake Zhao Kyunghyun Cho AAML 11 20 0 26 Feb 2018
Query-Free Attacks on Industry-Grade Face Recognition Systems under Resource Constraints Di Tang XiaoFeng Wang Kehuan Zhang AAML 33 1 0 13 Feb 2018
ShakeDrop Regularization for Deep Residual Learning Yoshihiro Yamada Masakazu Iwamura Takuya Akiba K. Kise 13 162 0 07 Feb 2018
The Hybrid Bootstrap: A Drop-in Replacement for Dropout R. Kosar D. W. Scott BDL 19 1 0 22 Jan 2018
A3T: Adversarially Augmented Adversarial Training Akram Erraqabi A. Baratin Yoshua Bengio Simon Lacoste-Julien AAML 30 9 0 12 Jan 2018
Data Augmentation by Pairing Samples for Images Classification H. Inoue 14 420 0 09 Jan 2018
Gradient Regularization Improves Accuracy of Discriminative Models D. Varga Adrián Csiszárik Zsolt Zombori 16 53 0 28 Dec 2017
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li-Jia Li Li Fei-Fei NoLa 25 1,436 0 14 Dec 2017
A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation Hieu M. Le T. F. Y. Vicente Vu Nguyen Minh Hoai Dimitris Samaras 18 114 0 04 Dec 2017
ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases Pierre Stock Moustapha Cissé FaML 25 46 0 30 Nov 2017
Between-class Learning for Image Classification Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 17 205 0 28 Nov 2017
Gradually Updated Neural Networks for Large-Scale Image Recognition Siyuan Qiao Zhishuai Zhang Wei Shen Bo Wang Alan Yuille 14 16 0 25 Nov 2017