Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning

no code implementations • 5 Apr 2024 • Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu

This paper presents FusionShot, a focal diversity optimized few-shot ensemble learning approach for boosting the robustness and generalization performance of pre-trained few-shot models.

Diversity Ensemble Learning +2