Jinwoo Shin
Kookmin University(KR)Korea Advanced Institute of Science and Technology(KR)Daegu University of Foreign Studies(KR)Kootenay Association for Science & Technology(CA)Daegu University(KR)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Generative Adversarial Networks and Image Synthesis, Advanced Neural Network Applications
Most-Cited Works
- → A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks(2018)976 cited
- → Training Confidence-calibrated Classifiers for Detecting\n Out-of-Distribution Samples(2017)365 cited
- → Regularizing Class-Wise Predictions via Self-Knowledge Distillation(2020)305 cited
- → Network adiabatic theorem(2009)268 cited
- → CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances(2020)230 cited
- → M2m: Imbalanced Classification via Major-to-Minor Translation(2020)221 cited