pre-trained models

Study Reveals Patterns of Pre-Trained Deep Learning Model Reuse in Scientific Research

A new empirical study of 17,718 open-access papers reveals how natural scientists reuse pre-trained deep learning models (PTMs). The study finds that 'Biochemistry, Genetics and Molecular Biology' leads in PTM reuse, 'adaptation' is the most common reuse pattern, and the 'testing' stage of the scientific process benefits most from PTM integration.