Junsuk Choe

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features

Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al. · 2019 · 4.5K citations

Regional Dropout, Convolutional Neural Network, Engineering +20

CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

Sangdoo Yun, Dongyoon Han, Seong Joon Oh et al. · arXiv (Cornell University) · 2019 · 612 citations · Full text

Regional Dropout, Convolutional Neural Network, Engineering +20

Attention-Based Dropout Layer for Weakly Supervised Object Localization

Junsuk Choe, Hyunjung Shim · 2019 · 390 citations

Machine Vision, Image Analysis, Machine Learning +14

Evaluating Weakly Supervised Object Localization Methods Right

Junsuk Choe, Seong Joon Oh, Seungho Lee et al. · 2020 · 184 citations

Few-shot Learning, Localization Models, Image Analysis +14

Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation

Junsuk Choe, Seungho Lee, Hyunjung Shim · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 115 citations

Scene Analysis, Engineering, Machine Learning +16