Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection

Zhijing Wan, Zhixiang Wang, Zheng Wang +2

One-shot subset selection serves as an effective tool to reduce deep learning training costs by identifying an informative data subset based on the information extracted by an info…