Juhan Nam
5 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Applications · Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Keywords
contrastive learning
(1)
deformable convolution
(1)
self-supervised learning
(1)
neural machine translation
(1)
multimodal learning
(1)
parallel corpus
(1)
cross-modal retrieval
(1)
class imbalance
(1)
multilingual text
(1)
audio processing
(1)
convolutional neural network
(1)
variational autoencoder
(1)
vision-language model
(1)
text-conditioned generation
(1)
retrieval-augmented generation
(1)
hierarchical attention
(1)
cross-lingual generalization
(1)
music information retrieval
(1)
multilingual text encoder
(1)
unaligned modalities
(1)
Papers
Hear What Matters! Text-conditioned Selective Video-to-Audio Generation
CVPR 2026
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
ACL 2025
K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling
COLING 2024
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification
Interspeech 2022
Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance
ICML 2019