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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...

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Detalles Bibliográficos
Autores principales: Ma, Zhiheng, Gao, Dezheng, Yang, Shaolei, Wei, Xing, Gong, Yihong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10574980/
https://www.ncbi.nlm.nih.gov/pubmed/37836977
http://dx.doi.org/10.3390/s23198148