Sanghyeok Chu

5 papers · 2021–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (3) ICML (1) NeurIPS (1)

Top co-authors

Bohyung Han (5) Inju Ha (1) Seonguk Seo (1) Joonhyuk Kim (1) Seung Hwan Kim (1) Dong-Hwan Jang (1) Pyunghwan Ahn (1) Dongwan Kim (1) Donghun Ryou (1) Honglak Lee (1)

Research topics

Computer Vision (3) Deep Learning (3) Machine Learning (3) Architectures (2) Core Methods (2) Learning Types (2) Processing (2) Artificial Intelligence (1) Analysis (1) Application Areas (1) Core AI (1) Optimization & Theory (1)

Keywords

semantic segmentation (2) image classification (1) few-shot learning (1) image restoration (1) multimodal learning (1) scene graph (1) feature disentanglement (1) singular value decomposition (1) receptive field (1) bias mitigation (1) dense prediction (1) computational cost (1) expert specialization (1) pooling operation (1) super resolution (1) zero-shot performance (1) neural network (1) sparse upcycling (1) output refinement (1) ground truth enhancement (1)

Papers

Beyond the Ground Truth: Enhanced Supervision for Image Restoration CVPR 2026 Enhancing Mixture-of-Experts Specialization via Cluster-Aware Upcycling CVPR 2026 Fine-Grained Captioning of Long Videos through Scene Graph Consolidation ICML 2025 Pooling Revisited: Your Receptive Field Is Suboptimal CVPR 2022 Learning Debiased and Disentangled Representations for Semantic Segmentation NeurIPS 2021