Deep learning has attracted wide attention recently because of its excellent feature representation ability and end-to-end automatic learning method. Especially in clinical medical imaging diagnosis, ...

Transfer learning, particularly through pre-training and fine-tuning strategies, is widely used to address the substantial training sample requirement of deep learning methods for urban land use ...