According to Google Scholar metrics, Top-tier conferences have larger impacts than most SCI journals.
All these conferences are listed in the top 100 publications across all academic fields.
Out of them, CVPR is the 2nd rank (Nature and Science are the 1st and 4th ranked) among all fields.
The list of 우수학술대회 can be found here (updated in Nov. 2024).
Listed papers are international publications. To check domestic papers, please refer to the following page:
2024
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation
Fei Pan*, Xu Yin*, Seokju Lee, Axi Niu, Sungeui Yoon, In So Kweon (* equal contribution)
CVPR Workshop on Learning with Limited Labelled Data for Image and Video Understanding (CVPRw), Jun 2024 Best Paper Award
Exploring Tycho Crater: 3D Reconstruction with Neural Radiance Fields from Sparse Views
Suwan Lee, Seokju Lee
The 55th Lunar and Planetary Science Conference (LPSC), Mar 2024
2023
2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
Fei Pan, Sungsu Hur, Seokju Lee, Junsik Kim, In So Kweon
European Conference on Computer Vision (ECCV), Oct 2022 Top-tier
Self-supervised Depth and Ego-motion Estimation for Monocular Thermal Video using Multi-spectral Consistency Loss
Ukcheol Shin, Kyunghyun Lee, Seokju Lee, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA), May 2022 우수학술대회
IEEE Robotics and Automation Letters (RA-L), Apr 2022 Impact Factor: 5.2
2021
Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation
Seokju Lee, Francois Rameau, Fei Pan, In So Kweon
IEEE International Conference on Computer Vision (ICCV), Oct 2021 Top-tier
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
AAAI Conference on Artificial Intelligence (AAAI), Feb 2021 Top-tier
Silver Prize, 16th Samsung Electro-Mechanics Best Paper Award
Winner, Qualcomm Innovation Fellowship Korea 2020
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet
Chaoning Zhang, Philipp Benz, Dawit M. Argaw, Seokju Lee, Junsik Kim, Francois Rameau, Jean-Charles Bazin, In So Kweon
IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2021 우수학술대회
2020
Instance-wise Depth and Motion Learning from Monocular Videos
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
NeurIPS Workshop on Machine Learning for Autonomous Driving (NeurIPSw), Dec 2020
NeurIPS Workshop on Differentiable Computer Vision, Graphics, and Physics in Machine Learning (NeurIPSw), Dec 2020
Honorable Mention, 12th Electronic Times ICT Paper Contest
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
Fei Pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020 Top-tier
Oral Presentation
Winner, Qualcomm Innovation Fellowship Korea 2020
2019
Revisiting Residual Networks with Nonlinear Shortcuts
Chaoning Zhang, Francois Rameau, Seokju Lee, Junsik Kim, Philipp Benz, Dawit M. Argaw, Jean-Charles Bazin, In So Kweon
The British Machine Vision Conference (BMVC), Sep 2019 우수학술대회
Spotlight Presentation
2018
2017
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition
Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon
IEEE International Conference on Computer Vision (ICCV), Oct 2017 Top-tier
Patent in Korea (10-2018-0048407)
~ 2016
Rich Feature Hierarchies from Omni-directional RGB-DI Information for Pedestrian Detection
Seokju Lee, Sungsik Huh, Donggeun Yoo, In So Kweon, David Hyunchul Shim
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Oct 2015
A Flight Test for Neutralization of Enemy Position Using Intelligent Cooperative System of Heterogeneous Unmanned Vehicle System
Hanjun Song, Seokju Lee, Sungwook Cho, David Hyunchul Shim
The Korean Society for Aeronautical and Space Sciences Spring Conference (KSAS), Apr 2015
Patents
APPARATUS AND METHOD FOR LEARNING A NEURAL NETWORK
KR 10-2019-0029083
APPARATUS AND METHOD FOR DETECTING A LANE
KR 10-2018-0048407