Shao-Ji Yuan

D2ADA: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation

"In the field of domain adaptation, a trade-off exists between the model performance and the number of target domain annotations. Active learning, maximizing model performance with few informative labeled data, comes in handy for such a scenario. In this work, we present D2ADA, a general active doma…