Training Deep Neural Networks on Noisy Labels with Bootstrapping

Training Deep Neural Networks on Noisy Labels with Bootstrapping

20 December 2014

Dragomir Anguelov

Christian Szegedy

Andrew Rabinovich

Papers citing "Training Deep Neural Networks on Noisy Labels with Bootstrapping"

16 / 166 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
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 8 1,410 0 24 Mar 2018
Large Margin Deep Networks for Classification Gamaleldin F. Elsayed Dilip Krishnan H. Mobahi Kevin Regan Samy Bengio MQ 20 281 0 15 Mar 2018
Robust Loss Functions under Label Noise for Deep Neural Networks Aritra Ghosh Himanshu Kumar P. Sastry NoLa OOD 14 935 0 27 Dec 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 19 242 0 01 Nov 2017
Deep Learning is Robust to Massive Label Noise David Rolnick Andreas Veit Serge J. Belongie Nir Shavit NoLa 25 548 0 30 May 2017
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix Bingfeng Luo Yansong Feng Zheng Wang Zhanxing Zhu Songfang Huang Rui Yan Dongyan Zhao 23 86 0 11 May 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric P. Xing 26 984 0 02 Mar 2017
Attend in groups: a weakly-supervised deep learning framework for learning from web data Bohan Zhuang Lingqiao Liu Yao Li Chunhua Shen Ian Reid NoLa 16 89 0 30 Nov 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 21 297 0 24 Nov 2016
YouTube-8M: A Large-Scale Video Classification Benchmark Sami Abu-El-Haija Nisarg Kothari Joonseok Lee Apostol Natsev G. Toderici Balakrishnan Varadarajan Sudheendra Vijayanarasimhan VLM 25 1,261 0 27 Sep 2016
FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition Hui Ding S. Kevin Zhou Rama Chellappa CVBM 37 363 0 21 Sep 2016
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach Giorgio Patrini A. Rozza A. Menon Richard Nock Lizhen Qu NoLa 28 1,433 0 13 Sep 2016
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 17 370 0 07 May 2015
Scalable, High-Quality Object Detection Christian Szegedy Scott E. Reed D. Erhan Dragomir Anguelov Sergey Ioffe ObjD 27 369 0 03 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012