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Ju-Hyeon Nam
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Journal Articles
- 2024
- [j5]Seo-Hyeong Park, Nur Suriza Syazwany, Ju-Hyeon Nam, Sang-Chul Lee:
Integrating multimodal contrastive learning with prototypical domain alignment for unsupervised domain adaptation of time series. Eng. Appl. Artif. Intell. 137: 109205 (2024) - [j4]Ju-Hyeon Nam, Sang-Chul Lee:
FSDA: Frequency re-scaling in data augmentation for corruption-robust image classification. Pattern Recognit. 150: 110332 (2024) - 2023
- [j3]Ju-Hyeon Nam, Sang-Chul Lee:
Random image frequency aggregation dropout in image classification for deep convolutional neural networks. Comput. Vis. Image Underst. 232: 103684 (2023) - 2022
- [j2]A-Rom Gu, Ju-Hyeon Nam, Sang-Chul Lee:
FBI-Net: Frequency-Based Image Forgery Localization via Multitask Learning With Self-Attention. IEEE Access 10: 62751-62762 (2022) - 2021
- [j1]Nur Suriza Syazwany, Ju-Hyeon Nam, Sang-Chul Lee:
MM-BiFPN: Multi-Modality Fusion Network With Bi-FPN for MRI Brain Tumor Segmentation. IEEE Access 9: 160708-160720 (2021)
Conference and Workshop Papers
- 2024
- [c3]Ju-Hyeon Nam, Nur Suriza Syazwany, Su Jung Kim, Sang-Chul Lee:
Modality-Agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention. CVPR 2024: 11480-11491 - 2023
- [c2]Ju-Hyeon Nam, Seo-Hyeong Park, Nur Suriza Syazwany, Yerim Jung, Yu-Han Im, Sang-Chul Lee:
M3FPolypSegNet: Segmentation Network with Multi-Frequency Feature Fusion for Polyp Localization in Colonoscopy Images. ICIP 2023: 1530-1534 - 2021
- [c1]Ju-Hyeon Nam, Sang-Chul Lee:
Frequency Filtering for Data Augmentation in X-Ray Image Classification. ICIP 2021: 81-85
Informal and Other Publications
- 2024
- [i3]Ju-Hyeon Nam, Nur Suriza Syazwany, Su Jung Kim, Sang-Chul Lee:
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention. CoRR abs/2405.06284 (2024) - [i2]Ju-Hyeon Nam, Seo-Hyung Park, Su Jung Kim, Sang-Chul Lee:
VizECGNet: Visual ECG Image Network for Cardiovascular Diseases Classification with Multi-Modal Training and Knowledge Distillation. CoRR abs/2408.02888 (2024) - 2023
- [i1]Ju-Hyeon Nam, Seo-Hyeong Park, Nur Suriza Syazwany, Yerim Jung, Yu-Han Im, Sang-Chul Lee:
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images. CoRR abs/2310.05538 (2023)
Coauthor Index
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last updated on 2024-10-07 22:17 CEST by the dblp team
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