Group-Teaching: Learning Robust CNNs From Extremely Noisy Labels

Deep convolutional neural networks have achieved tremendous success in a variety of applications across many disciplines. However, their superior performance relies on correctly annotated large-scale datasets. It is very expensive and time-consuming to get the annotated large-scale datasets, especia...

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Bibliographic Details
Main Authors: Yunping Zheng, Yuming Chen, Mudar Sarem
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9001093/