Large Scale Incremental Learning

Modern machine learning suffers from \textit{catastrophic forgetting} when learning new classes incrementally. The performance dramatically degrades due to the missing data of old classes. Incremental learning methods have been proposed to retain the knowledge acquired from the old classes, by using...

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Bibliographic Details
Main Authors: Wu, Yue, Chen, Yinpeng, Wang, Lijuan, Ye, Yuancheng, Liu, Zicheng, Guo, Yandong, Fu, Yun
Format: Conference Proceeding
Language:English
Subjects:
and Body Pose
Big Data
Classification algorithms
Computational modeling
Computer vision
Deep Learning
Face
Gesture
Large Scale Methods
Learning systems
Machine learning
Pattern recognition
Training data
Online Access:Request full text
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