Qilin Li

Trusted Deep Domain Adaptation with Uncertainty Measure Based on Evidence Theory

Domain adaptation aims to build up an adaptive model for the learning tasks on target domain by using the data from source domain. Existing domain adaptation methods focused on reducing the gap between the data distributions of source domain and target domain but neglected the uncertainty of source…