Dogyoon Lee

dogyoonlee [at] gmail.com
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Bio

Research Interests

I’m always open to research collaborations and academic partnerships. Feel free to reach out!

Publications

^{(* indicates equal contribution)}

Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View [Page]
Dogyoon Lee, Donghyeong Kim, Jungho Lee, Minhyeok Lee, Seunghoon Lee, Sangyoun Lee
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
SMURF: Continuous Dynamics for Motion-Deblurring Radiance Fields [Page]
Jungho Lee, Dogyoon Lee, Minhyeok Lee, Donghyung Kim, Sangyoun Lee
IEEE/CVF Computer Vision and Pattern Recognition Workshop (CVPRW), 2025
CoMoGaussian: Continuous Motion-Aware Gaussian Splatting from Motion-Blurred Images [Page]
Jungho Lee, Donghyeong Kim, Dogyoon Lee, Suhwan Cho, Minhyeok Lee, Wonjoon Lee, Taeoh Kim, Dongyoon Wee, Sangyoun Lee
arXiv, 2025
CoCoGaussian: Leveraging Circle of Confusion for Gaussian Splatting from Defocused Images [Page]
Jungho Lee, Suhwan Cho, Taeoh Kim, Ho-Deok Jang, Minhyeok Lee, Dongyoon Wee, Dogyoon Lee, Sangyoun Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion [Page]
Sungmin Woo*, Wonjoon Lee*, Woojin Kim, Dogyoon Lee, Sangyoun Lee
European Conference on Computer Vision (ECCV), 2024
Dual Prototype Attention for Unsupervised Video Object Segmentation [Code]
Suhwan Cho*, Minhyeok Lee*, Seunghoon Lee, Dogyoon Lee, Sangyoun Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Guided Slot Attention for Unsupervised Video Object Segmentation [Code]
Minhyeok Lee, Suhwan Cho, Dogyoon Lee, Chaewon Park, Jungho Lee, Sangyoun Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Synchronizing Vision and Language: Bidirectional Token-Masking AutoEncoder for Referring Image Segmentation
Minhyeok Lee, Dogyoon Lee, Jungho Lee, Suhwan Cho, Heeseung Choi, Ig-Jae Kim, Sangyoun Lee
arXiv, 2023
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors [Page] [Code]
Dogyoon Lee, Minhyeok Lee, Chajin Shin, Sangyoun Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Hierarchically Decomposed Graph Convolutional Networks for Skeleton- Based Action Recognition [Code]
Jungho Lee, Minhyeok Lee, Dogyoon Lee, Sangyoun Lee
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
TSANet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation [Code]
Seunghoon Lee, Suhwan Cho, Dogyoon Lee, Minhyeok Lee, Sangyoun Lee
IEEE International Conference on Image Processing (ICIP), 2023
Mkconv: Multidimensional Feature Representation for Point Cloud Analysis
Sungmin Woo, Dogyoon Lee, Sangwon Hwang, Woojin Kim, Sangyoun Lee
Pattern Recognition (PR), 2023

Expanded Adaptive Scaling Normalization for End-to-End Image Compression [Code]
Chajin Shin, Hyeongmin Lee, Hanbin Son, Sangjin Lee, Dogyoon Lee, Sangyoun Lee
European Conference on Computer Vision (ECCV), 2022
Robust Lane Detection via Expanded Self attention [Code]
Minhyeok Lee, Junhyeop Lee, Dogyoon Lee, Woojin Kim, Sangwon Hwang, Sangyoun Lee
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022

Regularization Strategy for Point Cloud via Rigidly Mixed Sample [Code]
Dogyoon Lee, Jaeha Lee, Junhyeop Lee, Hyeongmin Lee, Minhyeok Lee, Sungmin Woo, Sangyoun Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021

False Positive Removal For 3D Vehicle Detection with Penetrated Point Classifier
Sungmin Woo, Sangwon Hwang, Woojin Kim, Junhyeop Lee, Dogyoon Lee, Sangyoun Lee
IEEE International Conference on Image Processing (ICIP), 2020

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