Junsuk Choe
Sogang University(KR)
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications, Machine Learning and Data Classification
Most-Cited Works
- → CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features(2019)4,518 cited
- → Attention-Based Dropout Layer for Weakly Supervised Object Localization(2019)390 cited
- → Evaluating Weakly Supervised Object Localization Methods Right(2020)184 cited
- → Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation(2020)115 cited
- → Weakly Supervised Semantic Segmentation using Out-of-Distribution Data(2022)108 cited
- → Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels(2021)97 cited
- → Face Generation for Low-Shot Learning Using Generative Adversarial Networks(2017)71 cited
- → Rethinking Spatial Dimensions of Vision Transformers(2021)67 cited
- → An Empirical Evaluation on Robustness and Uncertainty of Regularization Methods(2020)35 cited