Kanghyun Ryu

Orcid: 0000-0002-6075-5590

According to our database1, Kanghyun Ryu authored at least 9 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
MRI Retrospective Respiratory Gating and Cardiac Sensing by CW Doppler Radar: A Feasibility Study.
IEEE Trans. Biomed. Eng., January, 2025

Meta-learning guidance for robust medical image synthesis: Addressing the real-world misalignment and corruptions.
Comput. Medical Imaging Graph., 2025

2024
Risk-Sensitive Orbital Debris Collision Avoidance using Distributionally Robust Chance Constraints.
CoRR, 2024

CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models.
CoRR, 2024

Adaptive teaching in heterogeneous agents: Balancing surprise in sparse reward scenarios.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Diffusion Probabilistic Models-based Noise Reduction for Enhancing the Quality of Medical Images.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

2021
K-space refinement in deep learning MR reconstruction via regularizing scan specific SPIRiT-based self consistency.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks.
IEEE Access, 2020


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