2025
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection
ICML 2025oral
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 information extractor (IE). Traditional IEs, typically pre-trained on the target dataset, are inherently dataset-dependent.…