Papers

MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation
Fei Pan, Xu Yin, Seokju Lee, Axi Niu, Sungeui Yoon, and In So Kweon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) L3DIVU workshop, 2024
Best Paper Award
arXiv
UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and Unfavorable Sets
Youngju Na, Woo Jae Kim, Kyu Beom Han, Suhyeon Ha, and Sung-Eui Yoon
TopIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
arXiv GitHub
SemCity: Semantic Scene Generation with Triplane Diffusion
Jumin Lee*, Sebin Lee*, Changho Jo, Woobin Im, Juhyeong Seon, and Sung-Eui Yoon
TopIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
*equal contribution
arXiv GitHub
Semantic Scene Generation with Triplane Diffusion삼중평면 확산모델을 활용한 의미론적 장면 생성
Jumin Lee (이주민)
MS Thesis, 2024
AI대학원 (School of AI), KAIST
Talk slide
비디오 내 음원 위치 추정 모델의 성능 향상을 위한 클래스 인지 대조 학습 기법 제안
선주형, 김재윤, 김주영, 이영주, 한혜경, and 윤성의
정보과학회 컴퓨팅의 실제 논문지 (KTCP), 2023
Multi-Resolution Distillation for Self-Supervised Monocular Depth Estimation
Sebin Lee, Woobin Im, and Sung-Eui Yoon
Pattern Recognition Letters, 2023
paper
Sound Source Localization with Novel Acoustic Cues for Robots로봇을 위한 새로운 음향 신호를 이용한 음원 위치 추적
안인규 (Inkyu An)
Thesis, 2023
전산학부 (School of Computing), KAIST
Talk slide
Topological RANSAC for instance verification and retrieval without fine-tuning
Guoyuan An, Juhyung Seon, InKyu An, Yuchi Huo, and Sung-Eui Yoon
TopThirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023
Microphone Pair Training for Robust Sound Source Localization With Diverse Array Configurations
Inkyu An, Guoyuan An, Taeyoung Kim, and Sung-Eui Yoon
TopIEEE Robotics and Automation Letters (RA-L), 2023
Learning to Disentangle Latent Physical Factors of Deformable Faces
Inwoo Ha, Hyun Sung Chang, Minjung Son, and Sung-eui Yoon
The Visual Computer, 2023
paper
Enhancing Monte Carlo Denoising with Pixel-level Guidance of Exploiting Auxiliary Features렌더링 노이즈 제거를 위한 픽셀 단위 가이던스 기반 보조 피처 활용법
Kyu Beom Han (한규범)
MS Thesis, 2023
전산학부 (School of Computing), KAIST
Talk slide, Homepage
Towards Content-based Pixel Retrieval in Revisited Oxford and Paris
Guoyuan An, Woo Jae Kim, Saelyne Yang, Rong Li, Yuchi Huo, and SungEui Yoon
TopInternational Conference on Computer Vision (ICCV), 2023
Paper Datasets and Benchmark Try Out Our User Study
Feature Separation and Recalibration for Adversarial Robustness
Woo Jae Kim, Yoonki Cho, Junsik Jung, and Sung-Eui Yoon
TopIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Highlights paper
arXiv GitHub Slides Poster
Optical neural network via loose neuron array and functional learning
Yuchi Huo, Hujun Bao, Yifan Peng, Chen Gao, Wei Hua, Qing Yang, Haifeng Li, Rui Wang, and Sung-Eui Yoon
TopNature Communications, 2023
paper
Pixel-wise Guidance for Utilizing Auxiliary Features in Monte Carlo Denoising
Kyu Beom Han, Olivia G. Odenthal, Woo Jae Kim, and Sung-Eui Yoon
ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3DG) / Proceedings of the ACM on Computer Graphics and Interactive Techniques, 2023
Learning-based Initialization of Trajectory Optimization for Path-following Problems of Redundant Manipulators
Minsung Yoon, Mincheul Kang, Daehyung Park, and Sung-Eui Yoon
TopIEEE International Conference on Robotics and Automation (ICRA), 2023
Outstanding planning paper award