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DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning

2022 article guo2022deepcore Confirmed 2025-12-30 (dblp)

All fields match the external database.

Authors
Chengcheng Guo, Bo Zhao, Yanbing Bai
Venue
DEXA
Abstract
Comprehensive library and empirical study of coreset selection methods for deep learning, finding that random selection remains a strong baseline across many settings.

BibTeX

Local Entry
@article{guo2022deepcore,
  title = {DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning},
  author = {Chengcheng Guo and Bo Zhao and Yanbing Bai},
  year = {2022},
  journal = {DEXA},
  doi = {10.1007/978-3-031-12423-5_14},
  url = {https://arxiv.org/abs/2204.08499},
  abstract = {Comprehensive library and empirical study of coreset selection methods for deep learning, finding that random selection remains a strong baseline across many settings.}
}
External Source

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