Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection

Marc-Antoine Lavoie, Anas Mahmoud, Steven L. Waslander

The current state-of-the-art methods in domain adaptive object detection (DAOD) use Mean Teacher self-labelling, where a teacher model, directly derived as an exponential moving av…