Partial Domain Adaptation via Importance Sampling-based Shift Correction

Cheng-Jun Guo, Chuan-Xian Ren, You-Wei Luo +2

Partial domain adaptation (PDA) is a challenging task in real-world machine learning scenarios. It aims to transfer knowledge from a labeled source domain to a related unlabeled ta…