Chulwoo Pack
Assistant Professor
Education
- Ph.D. in computer science | University of Nebraska-Lincoln | 2023
- M.S. in computer science | 葫芦影业 | 2017
- B.S. in computer science | 葫芦影业 | 2015
Academic and Professional Experience
Academic Responsibilities
- CSC770 - Software Engineering, Fall 2023
Committees and Professional Memberships
Committees
- Graduate Program Developing Committee
- Faculty Search Committee
Professional Memberships
- ACM Professional
Work Experience
- 2019, Research Scientist/Engineer Intern, Library of Congress, Washington D.C.
Research and Scholar Work
Areas of Research
- Document AI
- Computer vision
- Deep learning
- Parameter efficient fine tuning
- Explainable AI
Publications
- Chulwoo Pack, Leen-Kiat Soh, Elizabeth Lorang. 鈥淎daptive Image Downscaling for Semantic Segmentation on Large Document Images.鈥 International Journal on Document Analysis and Recognition. (Forthcoming, Spring 2023).
- Chulwoo Pack, Leen-Kiat Soh, Elizabeth Lorang. 鈥淰isual domain knowledge-based multimodal zoning for textual region localization in noisy historical document images.鈥 Journal of Electronic Imaging. 30(6). 2021.
- Chulwoo Pack, Yi Liu, Leen-Kiat Soh, Elizabeth Lorang. 鈥淎ugmentation-based Pseudo-Groundtruth Generation for Deep Learning in Historical Document Segmentation for Greater Levels of Archival Description and Access.鈥 Journal of Computing and Cultural Heritage (JOCCH). 2021.
Conference Publications
- Chulwoo Pack, Seong-Ho Son, and Sung Shin. 鈥淐omputer aided diagnosis with boosted learning for anomaly detection in microwave tomography.鈥 ACM SIGAPP Applied Computing Review. 17(3). pp. 39-47. 2017.
- Chulwoo Pack, Sung Shin, Hyung-Do Choi, Soon-Ik Jeon, and John Kim. 鈥淥ptimized multilayer perceptron using dynamic learning rate-based microwave tomography breast cancer screening.鈥 In Proceedings of the 31st Annual ACM Symposium on Applied Computing. pp. 2171-2175. ACM. 2016.
- Samaneh Aminikhanghahi, Sung Shin, Wei Wang, Soon-Ik Jeon, Seong-Ho Son, and Chulwoo Pack. 鈥淪tudy of wireless mammogram image transmission impacts on robust cyber-aided diagnosis systems.鈥 In Proceedings of the 30th Annual ACM Symposium on Applied Computing, pp. 2252-2256. ACM. 2015.
Technical Reports
- Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and Chulwoo Pack. 鈥淒igital Libraries, Intelligent Data Analytics, and Augmented Description: A Demonstrated Project.鈥 Submitted to the Library of Congress. 2020.
- Elizabeth Lorang, Leen-Kiat Soh, Chulwoo Pack, and Yi Liu. 鈥淎pplication of the Image Analysis for Archival Discovery Team鈥檚 FirstGeneration Methods and Software to the Burney Collection of British Newspapers.鈥 CDRH Grant Reports. 7. 2019.
