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

VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation. - Su Ho Han; Sukjun Hwang; Seoung Wug Oh; Yeonchool Park; Hyunwoo Kim; Min-Jung Kim 001; Seon Joo Kim (CVPR, 2022)

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)

Single-shot Path Integrated Panoptic Segmentation. - Sukjun Hwang; Seoung Wug Oh; Seon Joo Kim (WACV, 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)

Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers. - Sukjun Hwang; Aakash Sunil Lahoti; Ratish Puduppully; Tri Dao; Albert Gu (NeurIPS, 2024)

Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers. - Sukjun Hwang; Aakash Lahoti; Tri Dao; Albert Gu (CoRR, 2024)

Dynamic Chunking for End-to-End Hierarchical Sequence Modeling. - Sukjun Hwang; Brandon Wang; Albert Gu (CoRR, 2025)

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs. - Jeongseok Hyun; Sukjun Hwang; Su Ho Han; Taeoh Kim; Inwoong Lee; Dongyoon Wee; Joon-Young Lee; Seon Joo Kim; Minho Shim (CoRR, 2025)