Kwangsu Kim

7 papers · 2023–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

CVPR (2) ICML (2) AAAI (1) IJCAI (1) WACV (1)

Top co-authors

Jaehun Park (2) Dongwon Kim (2) Seungwoo Jang (2) Sung Kuk Shyn (1) Woo Joo Hahm (1) Inho Oh (1) Ui-Hyeon Shin (1) Minho Park (1) Jongmin Lim (1) Donghee Kim (1)

Research topics

Artificial Intelligence (3) Computer Vision (3) Deep Learning (3) Machine Learning (3) Application Areas (3) Learning Paradigms (3) Architectures (2) Optimization & Theory (2) Processing (2) Techniques (2) Mathematics & Optimization (1) Analysis (1) Optimization (1)

Keywords

federated learning (1) few-shot learning (1) temporal modeling (1) knowledge distillation (1) cross-modal learning (1) test-time adaptation (1) image reconstruction (1) video understanding (1) parameter-efficient transfer learning (1) video analysis (1) convolutional neural network (1) video summarization (1) 3d gaussian splatting (1) novel view synthesis (1) visual prompt (1) cross-domain generalization (1) spatio-temporal attention (1) gradient alignment (1) convex constraint (1) adapter module (1)

Papers

COSMOS: Coherent SuperGaussian Modeling with Spatial Priors for Sparse-View 3D Splatting AAAI 2026 Data-Centric Meta-Learning for Robust Few-Shot Generalization CVPR 2026 TM-Adapter: Temporal Merge Adapter for Efficient Global Temporal Modeling WACV 2026 Federated Learning for Feature Generalization with Convex Constraints ICML 2025 One-Step Generalization Ratio Guided Optimization for Domain Generalization ICML 2025 CSTA: CNN-based Spatiotemporal Attention for Video Summarization CVPR 2024 Acoustic NLOS Imaging with Cross Modal Knowledge Distillation IJCAI 2023