Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency

no code implementations • 9 Dec 2023 • Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao

AdaPruner can still significantly enhance model performance even after pruning up to 10-30\% of the training data.