Single-image reflection removal using conditional GANs. - Miran Heo; Yoonsik Choe (ICEIC, 2019)

Bilateral Random Projection based High-speed Face and Expression Recognition Method. - Jieun Lee 004; Miran Heo; Yoonsik Choe (VISIGRAPP (4: VISAPP), 2019)

Polygonal Point Set Tracking. - Gunhee Nam; Miran Heo; Seoung Wug Oh; Joon-Young Lee; Seon Joo Kim (CVPR, 2021)

Video Instance Segmentation using Inter-Frame Communication Transformers. - Sukjun Hwang; Miran Heo; Seoung Wug Oh; Seon Joo Kim (NeurIPS, 2021)

Integrating Pose and Mask Predictions for Multi-person in Videos. - Miran Heo; Sukjun Hwang; Seoung Wug Oh; Joon-Young Lee; Seon Joo Kim (CVPR Workshops, 2022)

Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos. - Sukjun Hwang; Miran Heo; Seoung Wug Oh; Seon Joo Kim (CVPR, 2022)

VITA: Video Instance Segmentation via Object Token Association. - Miran Heo; Sukjun Hwang; Seoung Wug Oh; Joon-Young Lee; Seon Joo Kim (NeurIPS, 2022)

A Generalized Framework for Video Instance Segmentation. - Miran Heo; Sukjun Hwang; Jeongseok Hyun; Hanjung Kim; Seoung Wug Oh; Joon-Young Lee; Seon Joo Kim (CVPR, 2023)

VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement. - Hanjung Kim; Jaehyun Kang; Miran Heo; Sukjun Hwang; Seoung Wug Oh; Seon Joo Kim (ECCV (7), 2024)

Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation. - Miran Heo; Seoung Wug Oh; Seon Joo Kim; Joon-Young Lee (AAAI, 2025)

Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks. - Miran Heo; Min-Hung Chen; De-An Huang; Sifei Liu; Subhashree Radhakrishnan; Seon Joo Kim; Yu-Chiang Frank Wang; Ryo Hachiuma (CVPR, 2025)