DCBT-Net: Training Deep Convolutional Neural Networks With Extremely Noisy Labels

Obtaining data with correct labels is crucial to attain the state-of-the-art performance of Convolutional Neural Network (CNN) models. However, labeling datasets is significantly time-consuming and expensive process because it requires expert knowledge in a particular domain. Therefore, real-life da...

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Bibliographic Details
Main Authors: Bekhzod Olimov, Jeonghong Kim, Anand Paul
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9276394/