Dual-Stage Clean-Sample Selection for Incremental Noisy Label Learning

Class-incremental learning (CIL) in deep neural networks is affected by <i>catastrophic forgetting</i> (CF), where acquiring knowledge of new classes leads to the significant degradation of previously learned representations. This challenge is particularly severe in medical image analysi...

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Bibliographic Details
Main Authors: Jianyang Li, Xin Ma, Yonghong Shi
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Bioengineering
Subjects:
Online Access:https://www.mdpi.com/2306-5354/12/7/743
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