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Publications

Peer-reviewed publications spanning model-based deep learning, computer vision, image processing, natural language processing, and machine learning applications

year:
type:

2025

📄 journalEAAI🚀 accepted
2025

Physics-driven prior learning-based deep unrolling for underwater image enhancement

Thuy Thi Pham, Truong Thanh Nhat Mai, Hansung Yu, and Chul Lee

Engineering Applications of Artificial Intelligence
Elsevier
📄 journalJVCI
2025

Dual-channel prior-based deep unfolding with contrastive learning for underwater image enhancement

Thuy Thi Pham, Truong Thanh Nhat Mai, Hansung Yu, and Chul Lee

Journal of Visual Communication and Image Representationpp. 104500
Elsevier

2024

📄 journalIEEE TCE
2024

Image Enhancement Based on Histogram-Guided Multiple Transformation Function Estimation

Jaemin Park, An Gia Vien, Thuy Thi Pham, Hanul Kim, and Chul Lee

IEEE Transactions on Consumer Electronics
IEEE

2023

📋 conferenceICIP
2023

Deep unfolding network with physics-based priors for underwater image enhancement

Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee

IEEE International Conference on Image Processing (ICIP)
📋 conferenceAPSIPA
2023

Deep unfolded underwater image enhancement based on extreme channels prior

Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee

Proc. APSIPA Annual Summit and Conference (ASC)
📋 conferenceIWAIT
2023

Model-driven deep unfolding approach to underwater image enhancement

Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee

International Workshop on Advanced Imaging Technology (IWAIT) 2023pp. 1259202vol. 12592
SPIE
📄 journalJVCI
2023

Multiple transformation function estimation for image enhancement

Jaemin Park, An Gia Vien, Minhee Cha, Thuy Thi Pham, Hanul Kim, and Chul Lee

Journal of Visual Communication and Image Representationpp. 103863
Elsevier

2020

📋 conferenceSOFSEM
2020

Vietnamese punctuation prediction using deep neural networks

Thuy Thi Pham, Nhu Nguyen, Quang Pham, Han Cao, and Binh Nguyen

SOFSEM 2020: Theory and Practice of Computer Sciencepp. 388--400
Springer
📋 conferenceSoMeT
2020

ATGW: A Machine Learning Framework for Automation Testing in Game Woody

Thuy Thi Pham, Tien Dang, Nhu Nguyen, Van Thao Ha, and Binh Nguyen

Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques (SoMeT_20)pp. 413vol. 327
IOS Press
📋 conferenceICDAR
2020

Malware detection using system logs

Nhu T Nguyen, Thuy Thi Pham, Tien X Dang, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, and Binh T Nguyen

Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshoppp. 9--14
📋 conferenceICCCI
2020

Early unsafety detection in autonomous vehicles

Thuy Thi Pham, Tien Dang, Nhu Nguyen, Thao Ha, and Binh T Nguyen

Computational Collective Intelligence: 12th International Conference, ICCCI 2020pp. 415--426
Springer

📊 total publications: 11 • journals: 4 • conferences: 7