Gwangmo Song

4 papers · 2018–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

CVPR (3) ICCV (1)

Top co-authors

Seung Hwan Kim (3) Honglak Lee (3) Heesoo Myeong (1) Kyoung Mu Lee (1) Sangyun Kim (1) Yewon Seo (1) Dongyeop Kang (1) Taehoon Kim (1) Bohyung Han (1) Jonghyun Choi (1)

Research topics

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

Keywords

deep reinforcement learning (1) semantic segmentation (1) few-shot learning (1) image generation (1) text generation (1) story visualization (1) text-to-image generation (1) markov decision process (1) singular value decomposition (1) object extraction (1) variational autoencoder (1) expert specialization (1) interactive segmentation (1) bidirectional transformer (1) deep q-network (1) bidirectional generation (1) text augmentation (1) context memory (1) vision language (1) sparse upcycling (1)

Papers

Enhancing Mixture-of-Experts Specialization via Cluster-Aware Upcycling CVPR 2026 Story Visualization by Online Text Augmentation with Context Memory ICCV 2023 L-Verse: Bidirectional Generation Between Image and Text CVPR 2022 SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018