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Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation

Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation

Can we detect common objects in a variety of image domains without instance-level annotations? In this paper, we present a framework for a novel task, cross-domain weakly supervised object detection, which addresses this question. For this paper, we have access to images with instance-level annotations in a source domain (e.g., …