Sukjun Hwang

21 papers A* 6A 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning.
CoRR
Arnav Shah, Junzhe Li, Parsa Idehpour, Adibvafa Fallahpour, Brandon Wang, Sukjun Hwang, Bo Wang, Patrick D. Hsu, Hani Goodarzi, Albert Gu
2025 J jnl
Autoregressive Universal Video Segmentation Model.
CoRR
Miran Heo, Sukjun Hwang, Min-Hung Chen, Yu-Chiang Frank Wang, Albert Gu, Seon Joo Kim, Ryo Hachiuma
2025 J jnl
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling.
CoRR
Sukjun Hwang, Brandon Wang, Albert Gu
2025 J jnl
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs.
CoRR
Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim
2024 A* conf
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers.
NeurIPS
Sukjun Hwang, Aakash Sunil Lahoti, Ratish Puduppully, Tri Dao, Albert Gu
2024 J jnl
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers.
CoRR
Sukjun Hwang, Aakash Lahoti, Tri Dao, Albert Gu
2024 — conf
VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement.
ECCV (7)
Hanjung Kim, Jaehyun Kang, Miran Heo, Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim
2023 A* conf
A Generalized Framework for Video Instance Segmentation.
CVPR
Miran Heo, Sukjun Hwang, Jeongseok Hyun, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
2023 J jnl
VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement.
CoRR
Hanjung Kim, Jaehyun Kang, Miran Heo, Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim
2022 J jnl
A Generalized Framework for Video Instance Segmentation.
CoRR
Miran Heo, Sukjun Hwang, Jeongseok Hyun, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
2022 A* conf
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos.
CVPR
Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim
2022 J jnl
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos.
CoRR
Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim
2022 — conf
Integrating Pose and Mask Predictions for Multi-person in Videos.
CVPR Workshops
Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
2022 A conf
Single-shot Path Integrated Panoptic Segmentation.
WACV
Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim
2022 A* conf
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation.
CVPR
Su Ho Han, Sukjun Hwang, Seoung Wug Oh, Yeonchool Park, Hyunwoo Kim, Min-Jung Kim, Seon Joo Kim
2022 A* conf
VITA: Video Instance Segmentation via Object Token Association.
NeurIPS
Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
2022 J jnl
VITA: Video Instance Segmentation via Object Token Association.
CoRR
Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
2021 J jnl
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation.
CoRR
Su Ho Han, Sukjun Hwang, Seoung Wug Oh, Yeonchool Park, Hyunwoo Kim, Min-Jung Kim, Seon Joo Kim
2021 A* conf
Video Instance Segmentation using Inter-Frame Communication Transformers.
NeurIPS
Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim
2021 J jnl
Video Instance Segmentation using Inter-Frame Communication Transformers.
CoRR
Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim
2020 J jnl
Single-shot Path Integrated Panoptic Segmentation.
CoRR
Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim