Hyuna Cho

6 papers · 2023–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

MICCAI (2) ICLR (1) ICML (1) NeurIPS (1) WACV (1)

Top co-authors

Won Hwa Kim (6) Guorong Wu (3) Minjae Jeong (2) Suha Kwak (1) Seungjoo Lee (1) Ziquan Wei (1) Tingting Dan (1) Sooyeon Jeon (1) Sungyoon Jung (1) Sungsoo Ahn (1)

Research topics

Computer Vision (3) Deep Learning (3) Machine Learning (2) Architectures (2) Domain-Specific (2) Models (2) Analysis (1) Core Methods (1) Learning Types (1)

Keywords

semantic segmentation (1) semi-supervised learning (1) ordinal regression (1) graph generation (1) pseudo labeling (1) disease progression (1) diffusion model (1) convolutional neural network (1) model ensemble (1) score-based diffusion (1) multi-resolution analysis (1) longitudinal data (1) temporal regularization (1) neurodegenerative disease (1) teacher-student architecture (1) graph wavelet (1) adaptive graph (1) spectral coherence (1) diffusion (1) homophily (1)

Papers

Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer’s Disease Conversion Prediction MICCAI 2025 Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies ICLR 2025 Interactive Network Perturbation Between Teacher and Students for Semi-Supervised Semantic Segmentation WACV 2024 Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization ICML 2024 Uncertainty-aware Diffusion-based Adversarial Attack for Realistic Colonoscopy Image Synthesis MICCAI 2024 Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion NeurIPS 2023