Unsupervised Domain Adaptive Object Detection via Semantic Consistency and Compactness Learning
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Unsupervised domain adaptive object detection methods enhance model robustness in the target domain without requiring target-domain annotations. Despite notable progress, existing methods face two major challenges: 1) insufficient and inefficient learning of h... ...