AdaDeDup: Adaptive Hybrid Data Pruning for Efficient Large-Scale Object Detection Training

Feiyang Kang, Nadine Chang, Maying Shen +4

The computational burden and inherent redundancy of large-scale datasets challenge the training of contemporary machine learning models. Data pruning offers a solution by selecting…