"coreset selection" Papers

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Coreset Selection via Reducible Loss in Continual Learning

Ruilin Tong, Yuhang Liu, Javen Qinfeng Shi et al.

ICLR 2025poster

Efficient Representativeness-Aware Coreset Selection

Zihao Cheng, Binrui Wu, Zhiwei Li et al.

NeurIPS 2025poster

SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency

Yangyang Guo, Mohan Kankanhalli

ICCV 2025posterarXiv:2411.09126

Contributing Dimension Structure of Deep Feature for Coreset Selection

Zhijing Wan, Zhixiang Wang, Yuran Wang et al.

AAAI 2024paperarXiv:2401.16193

Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary

Shuo Yang, Zhe Cao, Sheng Guo et al.

ICML 2024poster

Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints

Xiaobo Xia, Jiale Liu, Shaokun Zhang et al.

ICML 2024spotlight