A Study on the Generality of Neural Network Structures for Monocular Depth Estimation. - Jinwoo Bae; Kyumin Hwang; Sunghoon Im (IEEE Trans. Pattern Anal. Mach. Intell., 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)

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)