Kanghyun Ryu
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Mega-Team · Civilization
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The Questioner
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Research topics
Keywords
multi-task learning
(1)
self-supervised learning
(1)
data augmentation
(1)
image synthesis
(1)
policy learning
(1)
image registration
(1)
image analysis
(1)
biomedical imaging
(1)
learning from demonstration
(1)
diffusion model
(1)
dynamical system
(1)
sparse reward
(1)
heterogeneous agent
(1)
trajectory generation
(1)
deformation field
(1)
cross-attention mechanism
(1)
teacher-student learning
(1)
deformable registration
(1)
pseudo-ct generation
(1)
multi-stage pipeline
(1)
Papers
DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories
RSS 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework
WACV 2025
Adaptive teaching in heterogeneous agents: Balancing surprise in sparse reward scenarios
L4DC 2024
Why Is the Winner the Best?
CVPR 2023