Jin Young Kim

Chonnam National University — South Korea

Computer Science · Physical Sciences

22h-index2.1kcitations361works1.52yr avg
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Research Topics

Speech and Audio Processing(45), Wireless Communication Networks Research(39), Advanced Wireless Communication Techniques(30), Speech Recognition and Synthesis(27), Music and Audio Processing(22)

Publications361 total

HU-Based Foreground Masking for 3D Medical Masked Image Modeling
Lecture notes in computer science·2026
Real-Time Defect Identification in Automotive Brake Calipers Using PCA-Optimized Feature Extraction and Machine Learning
Sensors·2025Open Access
Multi-stage Deep Learning Model-Based Plant Leaf Disease Diagnosis for Sustainable Crop Health Monitoring
Applied Fruit Science·2025
Distributional Uncertainty for Out-of-Distribution Detection
2025
Marine Spatial Map for Floating Offshore Wind in South Korea Adopting IEA Wind Task 49 Reference Designs for Floating Wind
2025
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
2025· 1 cited
VL-PAW: A Vision–Language Dataset for Pear, Apple and Weed
Electronics·2025· 4 citedOpen Access
Development of a Real‐Time <scp>PCR</scp> Assay for Noninvasive Detection of <scp><i>Miamiensis avidus</i></scp> in Olive Flounder Aquaculture
Journal of Fish Diseases·2025· 1 citedOpen Access
Graph Neural Networks with Generative Adversarial Networks for Semi-Supervised Fault Diagnosis
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences·2025
Leveraging Contrastive Learning and Domain Prompts for Efficient Radiology Report Generation
The Journal of Korean Institute of Information Technology·2025
Advancing Model Explainability: Visual Concept Knowledge Distillation for Concept Bottleneck Models
Applied Sciences·2025· 1 citedOpen Access
DuCo-Net: Dual-Contrastive Learning Network for Medical Report Retrieval Leveraging Enhanced Encoders and Augmentations
IEEE Access·2025· 2 citedOpen Access
Contrastive Learning with Feature-Space Interpolation for Retrieval-Based Radiology Report Generation
SSRN Electronic Journal·2025Open Access
ScoreCL: augmentation-adaptive contrastive learning via score-matching function
Machine Learning·2025· 1 cited
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation
Lecture notes in computer science·2024· 1 cited
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
arXiv (Cornell University)·2024Open Access
Area-Selective Deep Reinforcement Learning Scheme for Wireless Localization
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences·2024· 1 citedOpen Access
Emotion Recognition Using EEG Signals and Audiovisual Features with Contrastive Learning
Bioengineering·2024· 10 citedOpen Access
Maritime Object Detection by Exploiting Electro-Optical and Near-Infrared Sensors Using Ensemble Learning
Electronics·2024· 4 citedOpen Access
Deep Learning-based Weight and Grade Prediction Algorithm from Apple Images
The Journal of Korean Institute of Information Technology·2024
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Frequent Co-authors

Hyoung‐Gook Kim(7), Mehdi Hassan(7), Seung You Na(5), Asmatullah Chaudhry(4), Asifullah Khan(4), Hyun‐Goo Kim(4), Pham The Bao(3), Chang Ki Kim(3), Myeongchan Oh(3), Jeong‐Yong Cho(2), Kyung‐Sik Ham(2), Jae‐Hak Moon(2), Jaejin Lee(2), W. Bruce Croft(2), Daejung Shin(2), Seung Joon Baek(2), Gyeong-Ju Kwon(2), Dang Thanh Vu(2), Le Hoang Anh(2), Jaime Teevan(2)