Towards Realistic Predictors Pei Wang and Nuno Vasconcelos Statistical and Visual Computing Lab, UC San Diego 第49回 コンピュータビジョン勉強会@関東 2018.10.20 @_lunardog_ http://openaccess.thecvf.com/content_ECCV_2018/papers/Pei_Wang_Towards_Realistic_Predictors_ECCV_2018_paper.pdf
Towards Realistic Predictors Pei Wang and Nuno Vasconcelos Statistical and Visual Computing Lab, UC San Diego http://openaccess.thecvf.com/content_ECCV_2018/papers/Pei_Wang_Towards_Realistic_Predictors_ECCV_2018_paper.pdf
ぶんるいき 分類器 HP-Net 学習 1. train classifier F and HP-Net S jointly on training set D 2. run S on D and eliminate hard examples, to create realistic training set D′ 3. learn realistic classifier F′ on D′, with S fixed 4. output pair S, F′ 5. GOTO 1 D F S