Dataset Condensation via Expert Subspace Projection

Dataset Condensation via Expert Subspace Projection

The rapid growth in dataset sizes in modern deep learning has significantly increased data storage costs. Furthermore, the training and time costs for deep neural networks are generally proportional to the dataset size. Therefore, reducing the dataset size while maintaining model performance is an u...

Full description

Bibliographic Details
Main Authors: Zhiheng Ma, Dezheng Gao, Shaolei Yang, Xing Wei, Yihong Gong
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
dataset condensation
synthetic data
subspace optimization
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/19/8148

Internet

https://www.mdpi.com/1424-8220/23/19/8148

Similar Items