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cs.CV2024
Weakly Supervised Test-Time Domain Adaptation for Object Detection
Anh-Dzung Doan, Bach Long Nguyen, Terry Lim +6
Prior to deployment, an object detector is trained on a dataset compiled from a previous data collection campaign. However, the environment in which the object detector is deployed…
cs.CV2023
Assessing Domain Gap for Continual Domain Adaptation in Object Detection
Anh-Dzung Doan, Bach Long Nguyen, Surabhi Gupta +3
To ensure reliable object detection in autonomous systems, the detector must be able to adapt to changes in appearance caused by environmental factors such as time of day, weather,…