P3T: Prototypical Point-level Prompt Tuning with Enhanced Generalization for 3D Vision-Language Models
Geunyoung Jung, Soohong Kim, Kyungwoo Song, Jiyoung Jung
IEEE International Conference on Robotics & Automation (ICRA), 1 Jun 2026

Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster Analysis
Jinho Kang, Sungjun Lim, Hojun Park, Jiyoung Jung, Jaehun Jung*, Kyungwoo Song*
ACM International Conference on Information and Knowledge Management (CIKM), 10 Nov 2025.

Flat Posterior Does Matter For Bayesian Model Averaging
Sungjun Lim, Jeyoon Yeom, Sooyon Kim, Hoyoon Byun, Jinho Kang, Yohan Jung*, Jiyoung Jung*, Kyungwoo Song*
Conference on Uncertainty in Artificial Intelligence (UAI), 21 Jul 2025.

Flat Posterior For Bayesian Model Averaging
SungJun Lim, Jeyoon Yeom, Sooyon Kim, Hoyoon Byun, Jinho Kang, Yohan Jung*, Jiyoung Jung*, Kyungwoo Song*
ICLR 2025 Workshop (Frontiers in Probabilistic Inference: Learning meets Sampling)

Enhancing Visual Classification using Comparative Descriptors
Hankyeol Lee, Gawon Seo, Wonseok Choi, Geunyoung Jung, Kyungwoo Song, Jiyoung Jung
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 28 Feb 2025.

Sequential Treatment Effect Estimation with Variational Transformers: Application to COVID-19 Infection Clusters
Jinho Kang,  Sungjun Lim, Hojun Park, Jaehun Jung, Jiyoung Jung, Kyungwoo Song
IJCAI 2024 Workshop (Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications)

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
Changdae Oh, Hyeji Hwang, Hee-young Lee, YongTaek Lim, Geunyoung Jung, Jiyoung Jung, Hosik Choi, and Kyungwoo Song
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 22 Jun 2023.

Object Proposal using 3D Point Cloud for DRC-HUBO+
Seunghak Shin, Inwook Shim, Jiyoung Jung, Yunsu Bok, Jun-Ho Oh, and In So Kweon
In Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2016.

Accurate Camera Calibration Robust to Defocus using a Smartphone
Hyowon Ha, Yunsu Bok, Kyungdon Joo, Jiyoung Jung, and In So Kweon
In Proc. of International Conference on Computer Vision (ICCV), Dec 2015.

One-day outdoor photometric stereo via skylight estimation
Jiyoung Jung, Joon-Young Lee, and In So Kweon
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015. Oral presentation (Acceptance rate 3.3%)

Noise aware depth denoising for a time-of-flight camera
Jiyoung Jung, Joon-Young Lee, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2014.

Robust Computer Vision Techniques for High-quality 3D Modeling
Joon-Young Lee, Jiyoung Jung, Yunsu Bok, Jaesik Park, Dong-Geol Choi, Yudeog Han, and In So Kweon
In Proc. of IAPR Asian Conference on Pattern Recognition (ACPR), Nov 2013.

A Tensor Voting Approach for Multi-View 3D Scene Flow Estimation and Refinement
Jaesik Park, Tae-Hyun Oh, Jiyoung Jung, Yu-Wing Tai, and In So Kweon
In Proc. of European Conference on Computer Vision (ECCV), Oct 2012.

A Novel 2.5D Pattern for Extrinsic Calibration of ToF and Camera Fusion System
Jiyoung Jung, Yekeun Jeong, Jaesik Park, Hyowon Ha, James Dokyoon Kim, and In So Kweon
In Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sep 2011.

Hierarchical On-line Boosting based Background Subtraction
Yongcheol Lee, Jiyoung Jung, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2011.

View-invariant Planar Object Detection for VisTRo
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, Hanbyul Joo, and In So Kweon
In Proc. of International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Nov 2010.

Image Warping for View-invariant Object Matching using Stereo Camera
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2010.