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Yunfei You

2 accepted papers

2022

Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization

ECCV 2022poster

"Classification activation map (CAM), utilizing the classification structure to generate pixel-wise localization maps, is a crucial mechanism for weakly supervised object localization (WSOL). However, CAM directly uses the classifier trained on image-level features to locate objects, making it prefe…

2022

Weakly Supervised Object Localization As Domain Adaption

CVPR 2022poster

Weakly supervised object localization (WSOL) focuses on localizing objects only with the supervision of image-level classification masks. Most previous WSOL methods follow the classification activation map (CAM) that localizes objects based on the classification structure with the multi-instance lea…

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