Junghyun Bum

21 papers C 1Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-scale feature enhancement in multi-task learning for medical image analysis.
Artif. Intell. Medicine
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Jong Chul Han, Van-Nguyen Pham, Hyunseung Choo
2026 J jnl
Representation Learning with Semantic-aware Instance and Sparse Token Alignments.
CoRR
Phuoc-Nguyen Bui, Toan Duc Nguyen, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2025 — conf
How to Predict Visual Field Defects from CFIs?
BIBM
Honggu Kang, Duc-Tai Le, Jong Chul Han, Junghyun Bum, Hyunseung Choo
2025 — conf
Self-Propagative Multi-Task Learning for Predicting Cardiometabolic Risk Factors.
MICCAI (15)
Seonghyeon Ko, Huigyu Yang, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 J jnl
Automatic rib segmentation and sequential labeling via multi-axial slicing and 3D reconstruction.
Appl. Intell.
Hyunsung Kim, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 — conf
Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification.
ACCV (2)
Dahyun Mok, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 J jnl
Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification.
CoRR
Dahyun Mok, Junghyun Bum, Le Duc Tai, Hyunseung Choo
2024 J jnl
Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis.
CoRR
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Hyunseung Choo
2024 — conf
Rib Segmentation and Sequence Labeling via Biaxial Slicing and 3D Reconstruction.
IMCOM
Hyunsung Kim, Seonghyun Ko, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 — conf
Visual Field Prediction for Fundus Image with Generative AI.
IMCOM
Honggu Kang, Seonghyeon Ko, Ju-Chan Kim, Duc-Tai Le, Junghyun Bum, Jong Chul Han, Hyunseung Choo
2023 J jnl
Attention-Aided Generative Learning for Multi-Scale Multi-Modal Fundus Image Translation.
IEEE Access
Van-Nguyen Pham, Duc-Tai Le, Junghyun Bum, Eun Jung Lee, Jong Chul Han, Hyunseung Choo
2023 — conf
Attention-Based Multiscale Localization for Bone Age Assessment.
ISBI
Kyunghee Jung, Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
2023 — conf
Chest Radiographs Enhancement with Contrast Limited Adaptive Histogram.
IMCOM
Hyeri Lee, Hyunseung Choo, Duc-Tai Le, Junghyun Bum
2023 — conf
Hand Bone X-rays Segmentation and Congregation for Age Assessment using Deep Learning.
ICOIN
Kyunghee Jung, Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Simon S. Woo, Hyunseung Choo
2023 J jnl
Semi-Supervised Learning With Fact-Forcing for Medical Image Segmentation.
IEEE Access
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Seongho Kim, Su Jeong Song, Hyunseung Choo
2021 — conf
BCGAN: Facial Expression Synthesis by Bottleneck-Layered Conditional Generative Adversarial Networks.
IMCOM
Yeji Shin, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
2021 J jnl
Sentiment-based sub-event segmentation and key photo selection.
J. Vis. Commun. Image Represent.
Junghyun Bum, Joyce Jiyoung Whang, Hyunseung Choo
2021 C conf
Super Resolution with Sparse Gradient-Guided Attention for Suppressing Structural Distortion.
ICMLA
Geonhak Song, Tien-Dung Nguyen, Junghyun Bum, Hwijong Yi, Chang-Hwan Son, Hyunseung Choo
2018 — conf
Cloud Media DJ Platform: Functional Perspective.
FDSE
Joohyun Lee, Jinwoong Jung, Sanggil Yeoum, Junghyun Bum, Thien-Binh Dang, Hyunseung Choo
2018 — conf
Cloud Media DJ Platform: Performance Perspective.
FDSE
Jinwoong Jung, Joohyun Lee, Sanggil Yeoum, Junghyun Bum, Thien-Binh Dang, Hyunseung Choo
2016 — conf
Media, Screen, Input, and Context Sharing System for D2D Services in Smart TV 2.0.
ICCSA (2)
Taeho Kong, Junghyun Bum, Hyunseung Choo