Sohyun Lee

7 papers · 2022–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)

Venues

CVPR (4) ECCV (2) NeurIPS (1)

Top co-authors

Suha Kwak (7) SEHYUN HWANG (2) Sungyeon Kim (2) Namyup Kim (2) Jungseul Ok (2) Sunghyun Cho (1) Taeyoung Son (1) Byungju Woo (1) Juwon Kang (1) Minhyeon Oh (1)

Research topics

Computer Vision (4) Machine Learning (4) Deep Learning (3) Analysis (3) Learning Types · Deep Learning (3) Processing (3) Application Areas (2) Core Methods (2) Domain-Specific (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Learning Paradigms (1)

Keywords

semantic segmentation (2) representation learning (2) image segmentation (1) feature learning (1) domain generalization (1) domain adaptation (1) image restoration (1) self-supervised learning (1) novel style discovery (1) human pose estimation (1) promptable segmentation (1) partial label learning (1) multiple instance learning (1) privileged information (1) acquisition function (1) temporal consistency (1) domain-invariant representation (1) neural style transfer (1) multi-class labeling (1) image enhancement (1)

Papers

Robust Promptable Video Object Segmentation CVPR 2026 FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions ECCV 2024 Active Learning for Semantic Segmentation with Multi-class Label Query NeurIPS 2023 Human Pose Estimation in Extremely Low-Light Conditions CVPR 2023 Combating Label Distribution Shift for Active Domain Adaptation ECCV 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022