Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization

ICCV 2017 Krishna Kumar SinghYong Jae Lee

We propose `Hide-and-Seek', a weakly-supervised framework that aims to improve object localization in images and action localization in videos. Most existing weakly-supervised methods localize only the most discriminative parts of an object rather than all relevant parts, which leads to suboptimal performance... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Weakly Supervised Action Localization THUMOS 2014 Hide-and-seek MAP 6.8 # 10