Kihun Hong
4 papers · 2023–2025 · 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
(13)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Speech & Audio
(1)
Analysis
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
knowledge distillation
(2)
federated learning
(2)
model robustness
(1)
data augmentation
(1)
distributed learning
(1)
deepfake detection
(1)
supervised contrastive learning
(1)
nonparametric learning
(1)
generalization error
(1)
kernel regression
(1)
kernel ridge regression
(1)
collaborative learning
(1)
variational information bottleneck
(1)
ensemble distillation
(1)
model generalization
(1)
statistical heterogeneity
(1)
audio deepfake detection
(1)
feature kernel matching
(1)
speech augmentation
(1)
model compression
(1)
Papers
VIB-based Real Pre-emphasis Audio Deepfake Source Tracing
Interspeech 2025
A Kernel Perspective on Distillation-based Collaborative Learning
NeurIPS 2024
Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection
Interspeech 2024
Towards Understanding Ensemble Distillation in Federated Learning
ICML 2023