Style Neophile: Constantly Seeking Novel Styles for Domain Generalization. - Juwon Kang; Sohyun Lee; Namyup Kim; Suha Kwak (CVPR, 2022)

FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation. - Sohyun Lee; Taeyoung Son; Suha Kwak (CVPR, 2022)

Combating Label Distribution Shift for Active Domain Adaptation. - Sehyun Hwang; Sohyun Lee; Sungyeon Kim; Jungseul Ok; Suha Kwak (ECCV (33), 2022)

Human Pose Estimation in Extremely Low-Light Conditions. - Sohyun Lee; Jaesung Rim; Boseung Jeong; Geonu Kim; Byungju Woo; Haechan Lee; Sunghyun Cho; Suha Kwak (CVPR, 2023)

Design and Implementation of Intelligent Safety Services for Personal Mobility Devices. - Taein Yong; Sohyun Lee; Hyeonji Kim; Pyeongjoo Kim; Jaeho Kim (MetaCom, 2023)

Active Learning for Semantic Segmentation with Multi-class Label Query. - Sehyun Hwang; Sohyun Lee; Hoyoung Kim; Minhyeon Oh; Jungseul Ok; Suha Kwak (NeurIPS, 2023)

FREST: Feature RESToration for Semantic Segmentation Under Multiple Adverse Conditions. - Sohyun Lee; Namyup Kim; Sungyeon Kim; Suha Kwak (ECCV (29), 2024)

DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation. - Sohyun Lee; Nayeong Kim; Juwon Kang; Seong Joon Oh; Suha Kwak (CoRR, 2025)

GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation. - Sohyun Lee; Yeho Gwon; Lukas Hoyer; Suha Kwak (CoRR, 2025)