fnctId=profInfo,fnctNo=188
Research interests
- Artificial Intelligent
- Deep Learning
- Computer Vision
Research
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Thesis
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Journal Articles펼치기
- Scale-aware Token-matching for Transformer-based Object Detector, PATTERN RECOGNITION LETTERS, 2024
- Investigation of out-of-distribution detection across various models and training methodologies, NEURAL NETWORKS, Vol.175, 2024
- Deep Self-supervised Diversity Promoting Learning on Hierarchical Hyperspheres for Regularization, IEEE ACCESS, 2023
- Bacteria detection and species identification at the single-cell level using super-resolution fluorescence imaging and AI analysis, BIOSENSORS & BIOELECTRONICS, Vol.240, 2023
- Recent development of computational cluster analysis methods for single-molecule localization microscopy images, COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, Vol.21, 879~888, 2023
- Boosting Out-of-Distribution Image Detection With Epistemic Uncertainty, IEEE ACCESS, Vol.10, 109289~109298, 2022
- Development of deep-learning-based single-molecule localization image analysis, INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022
- How to handle noisy labels for robust learning from uncertainty, NEURAL NETWORKS, Vol.143, 209~217, 2021
- Okounkov bodies associated to pseudoeffective divisors, JOURNAL OF THE LONDON MATHEMATICAL SOCIETY-SECOND SERIES, Vol.97, 170~195, 2018
- Asymptotic base loci via Okounkov bodies, ADVANCES IN MATHEMATICS, Vol.323, 784~810, 2018
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Books
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Book Chapters
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Patents펼치기
- Autonomous driving method and apparatus, 2020
- Autonomous driving method and apparatus, 2019
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Citation and Awards