Deep Learning is Robust to Massive Label Noise

30 May 2017

Papers citing "Deep Learning is Robust to Massive Label Noise"

9 / 59 papers shown

Title
Probabilistic End-to-end Noise Correction for Learning with Noisy Labels Kun Yi Jianxin Wu NoLa 23 408 0 19 Mar 2019
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 10 48 0 18 Mar 2019
Distant Vehicle Detection Using Radar and Vision Simon Chadwick William P. Maddern Paul Newman 11 185 0 30 Jan 2019
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks Mahmoud Kalash Md. Amirul Islam Neil D. B. Bruce 21 13 0 03 Oct 2018
Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning Charles H. Martin Michael W. Mahoney AI4CE 14 190 0 02 Oct 2018
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild Samuel Albanie Arsha Nagrani Andrea Vedaldi Andrew Zisserman CVBM 17 270 0 16 Aug 2018
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 16 338 0 03 Aug 2018
What do we need to build explainable AI systems for the medical domain? Andreas Holzinger Chris Biemann C. Pattichis D. Kell 28 680 0 28 Dec 2017
Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior Charles H. Martin Michael W. Mahoney AI4CE 17 62 0 26 Oct 2017