Siwon Kim

Towards a Rigorous Evaluation of Time-Series Anomaly Detection

Siwon Kim, Kukjin Choi, Hyun-Soo Choi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 142 citations · Full text

Rigorous Evaluation, Benchmark Tad Datasets, Anomaly Detection +15

XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations

Eunji Kim, Siwon Kim, Minji Seo et al. · 2021 · 116 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization

Eunji Kim, Siwon Kim, Jungbeom Lee et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 44 citations

Convolutional Neural Network, Object Categorization, Machine Learning +16

Product sequencing problem in Mixed-Model Assembly Line to minimize unfinished works

Siwon Kim, Bongju Jeong · Computers & Industrial Engineering · 2007 · 43 citations

Production Planning, Industrial Design, Engineering +10

Interpretation of NLP models through input marginalization

Siwon Kim, Jihun Yi, Eunji Kim et al. · 2020 · 41 citations · Full text