David N. de Miguel

Cross-Domain Transfer Learning: Enhancing Deep Neural Networks for Low-Resource Environments

2024 · ITEJ (Information Technology Engineering Journals)

Deep neural networks (DNNs) have achieved remarkable success in various domains; however, their performance often relies heavily on large-scale, high-quality labeled datasets, which are scarce in low-resource environments. Cross-domain transfer learning has emerged as a …