Dong-Hyun Kim
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Speech & Audio
(3)
Application Areas
(3)
Recognition
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
automatic speech recognition
(2)
self-supervised learning
(2)
domain adaptation
(1)
knowledge distillation
(1)
test-time adaptation
(1)
image synthesis
(1)
feature representation
(1)
image registration
(1)
parameter sharing
(1)
model generalization
(1)
overfitting mitigation
(1)
deformation field
(1)
cross-attention mechanism
(1)
lightweight model
(1)
structured pruning
(1)
end-to-end model
(1)
wav2vec 2.0
(1)
gradient-guided regularization
(1)
deformable registration
(1)
pseudo-ct generation
(1)
Papers
Improving Generalization of End-to-End ASR through Diversity and Independence Regularization
Interspeech 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework
WACV 2025
TESLA: Test-time Reference-free Through-plane Super-resolution for Multi-contrast Brain MRI
MICCAI 2025
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning
MICCAI 2024
Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization
Interspeech 2024
Online Subloop Search via Uncertainty Quantization for Efficient Test-Time Adaptation
Interspeech 2024
W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition
Interspeech 2022