Addressing out-of-distribution label noise in webly-labelled data

Author:

Albert Paul1,Ortego Diego1,Arazo Eric1,O'Connor Noel E.1,McGuinness Kevin1

Affiliation:

1. Dublin City University (DCU),School of Electronic Engineering, Insight SFI Centre for Data Analytics

Funder

Science Foundation Ireland

Publisher

IEEE

Reference50 articles.

1. Matching Networks for One Shot Learning;vinyals;Advances in Neural IInformation Processing Systems,2016

2. An empirical study of example forgetting during deep neural network learning;toneva;International Conference on Learning Representations (ICLR),2019

3. Evidential deep learning to quantify classification uncertainty;sensoy;Advances in Neural IInformation Processing Systems,2018

4. EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels;sachdeva;Winter Conference on Applications of Computer Vision (WACV),2020

5. Likelihood ratios for out-of-distribution detection;ren;Advances in Neural IInformation Processing Systems,2019

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