"coreset selection" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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Adaptive Dataset Quantization

Muquan Li, Dongyang Zhang, Qiang Dong et al.

AAAI 2025paperarXiv:2412.16895
3
citations

Coreset Selection via Reducible Loss in Continual Learning

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

ICLR 2025
12
citations

Does Training with Synthetic Data Truly Protect Privacy?

Yunpeng Zhao, Jie Zhang

ICLR 2025arXiv:2502.12976
8
citations

Efficient Representativeness-Aware Coreset Selection

Zihao Cheng, Binrui Wu, Zhiwei Li et al.

NEURIPS 2025

SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency

Yangyang Guo, Mohan Kankanhalli

ICCV 2025arXiv:2411.09126
3
citations

Contributing Dimension Structure of Deep Feature for Coreset Selection

Zhijing Wan, Zhixiang Wang, Yuran Wang et al.

AAAI 2024paperarXiv:2401.16193
10
citations

Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary

Shuo Yang, Zhe Cao, Sheng Guo et al.

ICML 2024

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

Xiaobo Xia, Jiale Liu, Shaokun Zhang et al.

ICML 2024spotlightarXiv:2311.08675
15
citations