找出圖像資料集中具代表性之資料的相關方法

可搜尋之關鍵詞

Dataset pruning, core-set construction, instance selection, Dataset Reduction, Prototype selection, Prototype Generation, Dataset Distillation

參考資料

Dataset Distillation — Arxiv-1811.10959

Soft-Label Dataset Distillation and Text Dataset Distillation — Arxiv-1910.02551

Dataset Distillation with Infinitely Wide Convolutional Networks — Arxiv-2107.13034

ambareeshsrja16/Prototype-selection-for-nearest-neighbor

wgopar/1-Nearest-Neighbor-Prototypes: Notebook containing a comparison of prototype selection methods for 1-Nearest Neighbor (github.com)

Prototype selection for Nearest Neighbors | by Ashutosh singh | Medium