Computer Vision Machine Learning Lab

Youjin Kim uj9073@naver.com

Conference 

- 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]    

Journal

- AttSec: Protein Secondary Structure Prediction By Capturing Local Patterns From Attention Map

Youjin Kim, and Junseok Kwon, BMC Bioinformatic, vol. 24 no. 183, 2023 [pdf] [code]

ACK: 2021-0-01341, Artificial Intelligence Graduate School Program, Seoul Campus Town Technology R&D Project


- Localized Curvature-based Combinatorial Subgraph Sampling for Large-scale Graphs

Dong Wook Shu, Youjin Kim, and Junseok Kwon, Pattern Recognition (PR),  vol. 139, page 109475, 2023 [pdf]

ACK: 2021-0-01341, Artificial Intelligence Graduate School Program, NRF-2020R1C1C1004907

- Orthogonal Single-Target Tracking

Youjin Kim, and Junseok Kwon, IEEE Access, vol. 10, page 33527-33536, 2022  [pdf]

ACK: CAU Scholarship Grants, NRF-2020R1C1C1004907 

Patents

- Youjin Kim and Junseok Kwon. KOR Patent 10-2021-0167639, Method And Computer Program For Performing Visual Tracking Using Wasserstein Distance (Dec, 2021)

Awards

- Youjin Kim and Guisik Kim. 1st place award in AI Graduate School Challenge 2022.