Furthermore, the successes of neural models for many tasks over the last few years have intensified the interest for studying TL for neural networks.
tL was largely exploited in computer vision using pre-trained CNNs to generate representations for novel tasks; some of the parameters learned on the source dataset are used to initialize the corresponding parameters of the CNNs for the target dataset.