An Empirical Investigation of Pre-Trained Deep Learning Model Reuse in the Scientific Process

Nicholas M. Synovic, Karolina Ryzka, Alessandra V. Vellucci Solari +3

Deep learning has achieved recognition for its impact within natural sciences, yet the prohibitive financial and technical cost of training models from scratch inhibit adoption. Fo…