Diversified Batch Selection for Training Acceleration

Diversified Batch Selection for Training Acceleration

7 June 2024

Ya Zhang

Yanfeng Wang

Papers citing "Diversified Batch Selection for Training Acceleration"

5 / 5 papers shown

Title
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection Ziqing Fan Siyuan Du Shengchao Hu Pingjie Wang Li Shen Y. Zhang Dacheng Tao Y. Wang 41 1 0 29 Apr 2025
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws Yiding Jiang Allan Zhou Zhili Feng Sadhika Malladi J. Zico Kolter 33 15 0 15 Oct 2024
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning Ziheng Qin K. Wang Zangwei Zheng Jianyang Gu Xiang Peng ... Daquan Zhou Lei Shang Baigui Sun Xuansong Xie Yang You 102 44 0 08 Mar 2023
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Determinantal point processes for machine learning Alex Kulesza B. Taskar 149 1,045 0 25 Jul 2012