ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation. - Seunghun Lee 002; Wonhyeok Choi; Changjae Kim; Minwoo Choi; Sunghoon Im (CVPR, 2022)

Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network Topologies. - Wonhyeok Choi; Sunghoon Im (CVPR, 2023)

Depth-discriminative Metric Learning for Monocular 3D Object Detection. - Wonhyeok Choi; Mingyu Shin; Sunghoon Im (NeurIPS, 2023)

Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator. - Wonhyeok Choi; Mingyu Shin; Hyukzae Lee; Jaehoon Cho; Jaehyeon Park; Sunghoon Im (ICRA, 2024)

Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces. - Wonhyeok Choi; Kyumin Hwang; Minwoo Choi; Kiljoon Han; Wonjoon Choi; Mingyu Shin; Sunghoon Im (AAAI, 2025)

Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining. - Wonhyeok Choi; Kyumin Hwang; Wei Peng; Minwoo Choi; Sunghoon Im (ICLR, 2025)

Generalized Dynamics of Non-Grounded Systems with Series Elastic Actuators and Effect of Actuator Base Fixation on Force Control Robustness. - Wonhyeok Choi; Sehoon Oh (ICM, 2025)

A Training-Free Style-Personalization via Scale-wise Autoregressive Model. - Kyoungmin Lee; Jihun Park; Jongmin Gim; Wonhyeok Choi; Kyumin Hwang; Jaeyeul Kim; Sunghoon Im (CoRR, 2025)