Instance-dictionary learning for open-world object detection in autonomous driving scenarios

Z Ma, Z Zheng, J Wei, Y Yang… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
This paper addresses an important and valuable open-world object detection (OWOD) in
autonomous driving scenarios, which aims to detect objects under both domain-agnostic …

Open-Scenario Domain Adaptive Object Detection in Autonomous Driving

Z Ma, Z Zheng, J Wei, X Wei, Y Yang… - Proceedings of the 31st …, 2023‏ - dl.acm.org
Existing domain adaptive object detection algorithms (DAOD) have demonstrated their
effectiveness in discriminating and localizing objects across scenarios. However, these …