Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs

Kaichao You, Yong Liu, Ziyang Zhang +3

Model hubs with many pre-trained models (PTMs) have become a cornerstone of deep learning. Although built at a high cost, they remain \emph{under-exploited} -- practitioners usuall…