Jae Woong Soh

4 papers · 2019–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

CVPR (3) AAAI (1)

Top co-authors

Nam Ik Cho (4) Gu Yong Park (2) Yoonsik Kim (1) Junho Jo (1) Sunwoo Cho (1) Karam Park (1)

Research topics

Computer Vision (4) Deep Learning (4) Processing (4) Machine Learning (3) Application Areas (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Architectures (1) Core Methods (1) Generation (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Models (1) Techniques (1)

Keywords

convolutional neural network (2) transfer learning (2) image super-resolution (2) image generation (1) manifold learning (1) attention mechanism (1) image denoising (1) synthetic data (1) perceptual quality (1) parameter efficiency (1) information distillation (1) lightweight network (1) meta-transfer learning (1) adaptive instance normalization (1) synthetic noise (1) real-noise denoising (1) internal learning (1) natural manifold (1) naturalness prior (1) manifold discrimination (1)

Papers

Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025 Meta-Transfer Learning for Zero-Shot Super-Resolution CVPR 2020 Transfer Learning From Synthetic to Real-Noise Denoising With Adaptive Instance Normalization CVPR 2020 Natural and Realistic Single Image Super-Resolution With Explicit Natural Manifold Discrimination CVPR 2019