Recycling: Semi-Supervised Learning With Noisy Labels in Deep Neural Networks

Nowadays, as noisy labels, also known as erroneous labels, are becoming increasingly ubiquitous in daily life, it is of great importance to be able to learn from them. This paper efficiently uses semi-supervised learning to highlight a method for utilizing all training data. The proposed algorithm c...

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Bibliographic Details
Main Authors: Kyeongbo Kong, Junggi Lee, Youngchul Kwak, Minsung Kang, Seong Gyun Kim, Woo-Jin Song
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8721656/