"data selection" Papers

8 papers found

Filters:data selectionClear all

Conference

AAAI 2025 (3,028)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

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Efficient Top-m Data Values Identification for Data Selection

Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng et al.

ICLR 2025poster

Enhancing Multilingual LLM Pretraining with Model-Based Data Selection

Bettina Messmer, Vinko Sabolčec, Martin Jaggi

NeurIPS 2025posterarXiv:2502.10361
10
citations

Graph Data Selection for Domain Adaptation: A Model-Free Approach

Ting-Wei Li, Ruizhong Qiu, Hanghang Tong

NeurIPS 2025posterarXiv:2505.17293
4
citations

Group-Level Data Selection for Efficient Pretraining

Zichun Yu, Fei Peng, Jie Lei et al.

NeurIPS 2025posterarXiv:2502.14709
1
citations

Dynamic Data Selection for Efficient SSL via Coarse-to-Fine Refinement

Aditay Tripathi, Pradeep Shenoy, Anirban Chakraborty

ECCV 2024poster
3
citations

Generative Active Learning for Long-tailed Instance Segmentation

Muzhi Zhu, Chengxiang Fan, Hao Chen et al.

ICML 2024poster

LESS: Selecting Influential Data for Targeted Instruction Tuning

Mengzhou Xia, Sadhika Malladi, Suchin Gururangan et al.

ICML 2024poster

Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits

Jiachen Wang, Tianji Yang, James Zou et al.

ICML 2024poster