A WSOD pipeline with heatmap-based proposal clustering, a background-aware base network, and negative certainty supervision achieves 58.5 mAP on VOC 2007.
Boosting Weakly Supervised Object Detection via Learning Bounding Box Ad- justers
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Dual-Thresholded Heatmap-Guided Proposal Clustering and Negative Certainty Supervision with Enhanced Base Network for Weakly Supervised Object Detection
A WSOD pipeline with heatmap-based proposal clustering, a background-aware base network, and negative certainty supervision achieves 58.5 mAP on VOC 2007.