Mixue Xie

Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation

2023 · IEEE Transactions on Neural Networks and Learning Systems

Active domain adaptation (ADA), which enormously improves the performance of unsupervised domain adaptation (UDA) at the expense of annotating limited target data, has attracted a surge of interest. However, in real-world applications, the source data …