Publications

You can also find my articles on my Google Scholar profile

2026

• Revisiting Weakly-Supervised Video Scene Graph Generation via Pair Affinity Learning
  Minseok Kang, Minhyeok Lee, Minjung Kim, Jungho Lee, Donghyeong Kim, Sungmin Woo, Inseok Jeon, Sangyoun Lee
  European Conference on Computer Vision (ECCV), 2026
  [paper][code]

• SwiftVGGT: A Scalable Visual Geometry Grounded Transformer for Large-Scale Scenes
  Jungho Lee, Minhyeok Lee, Sunghun Yang, Minseok Kang, Sangyoun Lee
  The IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Findings, 2026
  [paper][project page][code]

• MoRGS: Efficient Per-Gaussian Motion Reasoning for Streamable Dynamic 3D Scenes
  Wonjoon Lee, Sungmin Woo, Donghyeong Kim, Jungho Lee, Sangheon Park, Sangyoun Lee
  The IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2026
  [paper][code]

• Synchronizing Vision and Language: Bidirectional Token-Masking AutoEncoder for Referring Image Segmentation
  Minhyeok Lee, Dogyoon Lee, Jungho Lee, Suhwan Cho, Sangyoun Lee
  Pattern Recognition
  [paper]

• MonoCLUE: Object-Aware Clustering Enhances Monocular 3D Object Detection
  Sunghun Yang, Minhyeok Lee, Jungho Lee, Sangyoun Lee
  The Association for the Advancement of Artificial Intelligence (AAAI), 2026
  [paper][code]

2025

• Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View
  Dogyoon Lee, Donghyeong Kim, Jungho Lee, Minhyeok Lee, Seunghoon Lee, Sangyoun Lee
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  [paper][project page]

• CoMoGaussian: Continuous Motion-Aware Gaussian Splatting from Motion-Blurred Images
  Jungho Lee, Donghyeong Kim, Dogyoon Lee, Suhwan Cho, Minhyeok Lee, Wonjoon Lee, Taeoh Kim, Dongyoon Wee, Sangyoun Lee
  The IEEE/CVF International Conference on Computer Vision (ICCV), 2025
  [paper][project page][code]

• Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation
  Suhwan Cho, Seunghoon Lee, Minhyeok Lee, Jungho Lee, Sangyoun Lee
  The 7th Large-Scale Object Segmentation (LSVOS) Workshop (ICCVW), 2025
  [paper][code]

• DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation
  Suhwan Cho, Minhyeok Lee, Jungho Lee, Donghyeong Kim, Sangyoun Lee
  The 7th Large-Scale Object Segmentation (LSVOS) Workshop (ICCVW), 2025
  [paper][code]

• TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection
  Suhwan Cho, Minhyeok Lee, Jungho Lee, Sunghun Yang, Sangyoun Lee
  The 7th Large-Scale Object Segmentation (LSVOS) Workshop (ICCVW), 2025
  [paper][code]

• GenCLIP: Generalizing CLIP Prompts for Zero-Shot Anomaly Detection
  Donghyeong Kim, Chaewon Park, Suhwan Cho, Hyeonjeong Lim, Minseok Kang, Jungho Lee, Sangyoun Lee
  Pattern Recognition, The 3rd Workshop in Vision-based UnduStrial InspectiON (ICCVW), 2025
  [paper][code]

• CMTM: Cross-Modal Token Modulation for Unsupervised Video Object Segmentation
  Inseok Jeon, Suhwan Cho, Minhyeok Lee, Seunghoon Lee, Minseok Kang, Jungho Lee, Chaewon Park, Donghyeong Kim, Sangyoun Lee
  IEEE International Conference on Image Processing (ICIP), 2025
  [paper][code]

• CoCoGaussian: Leveraging Circle of Confusion for Gaussian Splatting from Defocused Images
  Jungho Lee, Suhwan Cho, Taeoh Kim, Ho-Deok Jang, Minhyeok Lee, Geonho Cha, Dongyoon Wee, Dogyoon Lee, Sangyoun Lee
  The IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2025
  [paper][project page][code]

• Effective SAM Combination for Open-Vocabulary Semantic Segmentation
  Minhyeok Lee, Suhwan Cho, Jungho Lee, Sunghun Yang, Heeseung Choi, Ig-Jae Kim, Sangyoun Lee
  🏆 [Oral] The IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2025
  [paper]

• SMURF: Continuous Dynamics for Motion-Deblurring Radiance Fields
  Jungho Lee, Dogyoon Lee, Minhyeok Lee, Donghyeong Kim, Sangyoun Lee
  2nd Workshop on Neural Fields Beyond Conventional Cameras (CVPRW), 2025
  [paper][project page][code]

• Video Diffusion Models are Strong Video Inpainter
  Minhyeok Lee, Suhwan Cho, Chajin Shin, Jungho Lee, Sunghun Yang, Sangyoun Lee
  The Association for the Advancement of Artificial Intelligence (AAAI), 2025
  [paper][code]

• Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
  Suhwan Cho, Minhyeok Lee, Jungho Lee, Myeongah Cho, Sangyoun Lee
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  [paper][code]

2024

• Guided Slot Attention for Unsupervised Video Object Segmentation
  Minhyeok Lee, Dogyoon Lee, Suhwan Cho, Chaewon Park, Jungho Lee, Sangyoun Lee
  The IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2024
  [paper][code]

• Multi-Scale Structural Graph Convolutional Network for Skeleton-Based Action Recognition
  Sungjun Jang, Heansung Lee, Woojin Kim, Jungho Lee, Sungmin Woo, Sangyoun Lee
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  [paper]

2023

• Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition
  Jungho Lee, Minhyeok Lee, Dogyoon Lee, Sangyoun Lee
  The IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  [paper][code]

• Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition
  Jungho Lee, Minhyeok Lee, Suhwan Cho, Sungmin Woo, Sungjun Jang, Sangyoun Lee
  The IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  [paper][code]

2022

• Detection-Identification Balancing Margin Loss for One-Stage Multi-Object Tracking
  Heansung Lee, Suhwan Cho, Sungjun Jang, Jungho Lee, Sangyoun Lee
  IEEE International Conference on Image Processing (ICIP), 2022
  [paper]