- Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning

Jinhee Park*, Hee Bin Yoo*, Minjun Kim, Byoung-Tak Zhang, and Junseok Kwon, Association for the Advancement of Artificial Intelligence (AAAI), Singapore, 2026 [pdf] 

• Equal contribution

ACK: 2021-0-01341, Artificial Intelligence Graduate School Program

- Deep Disentangled Metric Learning

Jinhee Park, Jisoo Park, Dagyeong Na, Junseok Kwon, Association for the Advancement of Artificial Intelligence (AAAI),  Philadelphia, Pennsylvania, USA, 2025 [pdf] [code]

- Deep Dehazing Powered by Image Processing Network

Guisik Kim, Jinhee Park, and Junseok Kwon, Computer Vision and Pattern Recognition (CVPR) Workshop, Vancouver, Canada, 2023 

ACK: Seoul Campus Town Technology R&D Project 

- B-Cell Linear Epitope Prediction Using Transformer Encoder

Youjin Kim, Jinhee Park, and Junseok Kwon, International Conference on ICT Convergence (ICTC), Jeju, Korea, Oct. 2022 [pdf]    

- Bidirectional Deep Residual learning for Haze Removal 

Guisik Kim, Jinhee Park, Suhyeon Ha and Junseok Kwon, Computer Vision and Pattern Recognition (CVPR) Workshop, Long beach, USA, 2019 [pdf] 

ACK: IITP-2017-0-01780 

- Rethinking Metric Learning: Enhancing Generalization to Unseen Classes

Jinhee Park*, Hee Bin Yoo*, Byoung-Tak Zhang, and Junseok Kwon, IEEE Access (ACCESS), Vol. 13, no. 1, page 201156-201165, 2025 [pdf] 

• Equal contribution

ACK: RS-2021-II211341, Artificial Intelligence Graduate School Program, Chung-Ang University Graduate Research Scholarship

- Wasserstein Approximate Bayesian Computation for Visual Tracking

Jinhee Park, and Junseok Kwon, Pattern Recognition (PR), vol. 131, page 108905, 2022   [pdf]

ACK: National Program for Excellence in SW (20170001000051001) , CAU GRS

- Small Object Segmentation with Fully Convolutional Network based on Overlapping Domain Decomposition

Jinhee Park, Dokyeong Kwon, Bo Won Choi, Ga Young Kim, Kwang Yong Kim, and Junseok Kwon, Machine Vision and Applications (MVA), vol. 30 , no. 4, June, page 707 -716, 2019 [pdf]

ACK: ETRI, CAU GRS