| Feb 24, 2025 | Ju-Hyeon Nam was honored with the BK21 Top Researcher Award in Inha University. |
| Aug 25, 2024 | His third author paper is accepted in Elsevier Engineering Applications of Artificial Intelligence (IF: 7.5/2024, Q1), Park, S. H., Syazwany, N. S., Nam, J. H., & Lee, S. C. (2024). Integrating multimodal contrastive learning with prototypical domain alignment for unsupervised domain adaptation of time series. Engineering Applications of Artificial Intelligence, 137, 109205. |
| Aug 22, 2024 | He presented at the 2024 Digital Innovation and Convergence Talent Symposium as a representative of Inha University. |
| Jun 07, 2024 | His first author paper is accepted in ICIP2024, Nam, J. H., Park, S. H., Kim, S. J., & Lee, S. C. (2024, October). Vizecgnet: Visual ECG Image Network for Cardiovascular Diseases Classification With Multi-Modal Training and Knowledge Distillation. In 2024 IEEE International Conference on Image Processing (ICIP) (pp. 3219-3223). IEEE. |
| Feb 27, 2024 | His first author paper is accepted in CVPR2024 (BK21 IF:4), Nam, J. H., Syazwany, N. S., Kim, S. J., & Lee, S. C. (2024). Modality-agnostic domain generalizable medical image segmentation by multi-frequency in multi-scale attention. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (pp. 11480-11491). |
| Feb 07, 2024 | His first author paper is accepted in Elsevier Pattern Recognition (IF: 7.5/2024, Q1), Nam, J. H., & Lee, S. C. (2024). FSDA: Frequency re-scaling in data augmentation for corruption-robust image classification. Pattern Recognition, 150, 110332. |
| Feb 05, 2024 | Ju-Hyeon Nam received the BK21 Excellent Researcher Award in Inha University. |
| Feb 02, 2024 | His paper titled ‘Unsupervised Fourier Transform Domain Adaptation Method Using Multivariate Gaussian Masks’ received the Best Paper Award at IPIU 2024. |
| Jun 22, 2023 | His first author paper is accepted in ICIP2023, Nam, J. H., Park, S. H., Syazwany, N. S., Jung, Y., Im, Y. H., & Lee, S. C. (2023, October). M3fpolypsegnet: Segmentation network with multi-frequency feature fusion for polyp localization in colonoscopy images. In 2023 IEEE International Conference on Image Processing (ICIP) (pp. 1530-1534). IEEE. |
| Mar 18, 2023 | His first author paper is accepted in Elsevier Computer Vision and Image Understanding (IF: 4.3/2024, Q1), Nam, J. H., & Lee, S. C. (2023). Random image frequency aggregation dropout in image classification for deep convolutional neural networks. Computer Vision and Image Understanding, 232, 103684. |
| Jul 25, 2022 | Ju-Hyeon Nam received the BK21 Excellent Researcher Award in Inha University. |
| Oct 01, 2021 | His paper titled ‘JPEG Double Compression Detection Using Self-Attention and Convolutional Neural Networks’ received the Excellent Paper Award at the 2021 Joint Conference on Signal Processing. |
| Feb 19, 2021 | He graduated summa cum laude with a bachelor’s degree in mathematics from Inha University. |
| Feb 03, 2021 | His paper titled ‘AITSC-Net: Brightness Correction, Object Segmentation, and Classification Neural Network for COVID-19 Diagnosis’ received the Best Paper Award at KSC 2020. |
| Sep 25, 2020 | His paper titled ‘Data Augmentation Method Using Random Frequency Filtering’ received the Excellent Paper Award at the 2021 Joint Conference on Signal Processing. |
| Jul 07, 2020 | He won the Best Project Award in Computer Engineering Capstone Design (Spring 2020). |
| Nov 26, 2019 | Ju-Hyeon Nam received the Top Prize in the field of Innovation at BigContest2019. |
| May 01, 2019 | He participated in the 2019 College of Natural Sciences Symposium (SYP) at Inha University and received the Dean’s Award. |