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Alumni
MASTER
MASTER
Geonwoo Ban
Degree: M.S Statistics (from Pusan National University in 2023.02)
Education: B.S Statistics (from Pusan National University in 2021.08)
Sphere: Statistical image comparison, Tensor decomposition
Contact: gunwu1003@naver.com
Thesis
Statistical Image Comparison with Tensor Decomposition for Forensic Shoeprint Matching
Keumjae Yoon
Degree: M.S Statistics (from Pusan National University in 2023.08)
Education: B.S Statistics (from Pusan National University in 2022.02)
Sphere: Speaker verification
Contact: dbswjdgus08@naver.com
Current Position: Industrial Bank of Korea (IBK)
Publication
Yoon, K., & Park, S. (2024). Speaker verification with ECAPA-TDNN trained on new dataset combined with Voxceleb and Korean.
The Korean Journal of Applied Statistics, 37(2), 209–224. https://doi.org/10.5351/KJAS.2024.37.2.209
Yejin Kim
Degree: M.S Statistics (from Pusan National University in 2024.02)
Education: B.S Economics (from Handong Global University in 2018.08)
Sphere: Image analysis, Data mining
Contact: wls40197@naver.com
Current Position: Migration Research & Training Centre (MRTC)
Thesis
Complicated Forensic Shoeprint Image Analysis: Synthetic Dataset Generation and Algorithmic Evaluation
Jiyoun Lee
Degree: M.S Statistics (from Pusan National University in 2024.02)
Education: B.S Statistics (from Pusan National University in 2022.02)
Sphere: Speaker separation, Text mining, Deep learning
Contact: ljy990627@naver.com
Thesis
Advancing Conv-TasNet for Speaker Separation : Enhanced Loss Function and Model Architecture
Juhyeon Kim
Course: M.S Statistics (from 2022.09)
Education: B.S Statistics (from Pusan National University in 2022.08)
Sphere: Computer vision, Deep learning, Explainable AI
Contact: wedsed123@pusan.ac.kr
Current Position: Ph.D. Student, Korea Advanced Institute of Science and Technology (KAIST)
Publication
Kim, J., Park, S., & Carriquiry, A. (2024). A deep learning approach for the comparison of handwritten documents using latent feature vectors.
Statistical Analysis and Data Mining: The ASA Data Science Journal, 17(1), e11660.
김주헌, 장문수, 최지은, 허요섭, 정현상, & 박소영. (2023). 머신러닝 앙상블을 활용한 공압기의 전력 효율 최적화 시뮬레이션.
한국산업융합학회논문집, 26(6), 1205-1213.
김주헌, 장문수, 김예진, 허요섭, 정현상, & 박소영. (2023). 공압기 소비전력에 대한 예측 모형의 비교연구.
한국산업융합학회논문집, 26(4), 657-668.
Changhee Hwang
Course: M.S Statistics (from 2023.03)
Education: B.S Statistics (from Pusan National University in 2019.02)
Sphere: Computer vision, Deep learning
Contact: ckdtns105@naver.com
Thesis
Enhancing Shoeprint Analysis Performace through Image Reconstruction and Super-Resolution
Sojeong Park
Course: M.S Statistics (from 2024.03)
Education: B.S Statistics (from Pusan National University in 2024.02)
Sphere: Computer vision, Deep learning
Contact: psj006@naver.com
Thesis
Statistical Approaches to Forensic Shoeprint Segmentation
Seul Lee
Course: M.S student (from 2023.09)
Education: B.S Statistics (from Pusan National University in 2023.08)
Sphere: Handwriting, Uncertainty estimation in DNN
Contact: ls061018@naver.com
Thesis
Uncertainty Quantification for Reliable Handwriting Verification
Deokkwan Yang
Course: M.S student (from 2024.03)
Education: B.S Bigdata Applied Statistics (from Kyungsung University in 2024.02)
Sphere: Computer vision, Deep learning
Contact: dk9266722@gmail.com
Thesis
Detecting Multi-Writer Mixtures in Handwritten Documents via Multiple Instance Learning
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