Multi-View 3D Scene Abstraction From Drone-Captured RGB Images- Author : Wooseong Jeong, Jihun Kim, Hyeokjun Kweon, and Kuk-Jin Yoon – Published Date : 04 February, 2025 – Category : 3D map reconstruction – Place of publication : IEEE Access Abstract: 3D map reconstruction plays a critical role in fields such as autonomous driving, urban planning, and…
Multigas Identification by Temperature-Modulated Operation of a Single Anodic Aluminum Oxide Gas Sensor Platform and Deep Learning Algorithm- Author : Byeongju Lee, Mingu Kang, Kichul Lee, Yujeong Chae, Kuk-Jin Yoon, Dae-Sik Lee, and Inkyu Park – Published Date : January, 2025 – Category : Multigas Identification – Place of publication : ACS Sensors Abstract: Semiconductor metal…
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting- Author : Inkyu Shin, Qihang Yu, Ming-Hsuan Yang, Xiaohui Shen, In So Kweon, Kuk-Jin Yoon, and Liang-Chieh Chen – Published Date : March 2025 – Category : 3D Gaussian Splatting, Video Reconstruction – Place of publication : Transactions on Machine Learning Research…
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels- Author : Hyeokjun Kweon and Kuk-Jin Yoon – Published Date : 2025.06.11 – Category : Weakly Supervised Instance Segmentation – Place of publication : The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 (highlight) Abstract: Instance segmentation traditionally relies on dense pixel-level annotations, making it…
Any6D: Model-free 6D Pose Estimation of Novel Objects- Author : Taeyeop Lee, Bowen Wen, Minjun Kang, Gyuree Kang, In So Kweon, and Kuk-Jin Yoon – Published Date : 2025.06.11 – Category : 6D Pose Estimation – Place of publication : The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 Abstract: We introduce Any6D,…
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras- Author : Hoonhee Cho*, Jae-Young Kang*, Youngho Kim, and Kuk-Jin Yoon – Published Date : 2025.06.11 – Category : 3D Object Detection, Event Camera – Place of publication : The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 (highlight) (* Equal Contribution)…
Multi-modal Knowledge Distillation-based Human Trajectory Forecasting- Author : Jaewoo Jeong, SeoHee Lee, Daehee Park, Giwon Lee, Kuk-Jin Yoon – Published Date : 2025.06.11 – Category : Human Pose – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 Abstract: Abstract: Pedestrian trajectory forecasting is crucial in various applications such as autonomous…
Selective Task Group Updates For Multi-Task Optimization- Author : Wooseong Jeong and Kuk-Jin Yoon – Published Date : 2025.04.24 – Category : Multi-Task Learning, Optimization – Place of publication : 13th International Conference on Learning Representations (ICLR 2025) Abstract: Multi-task learning enables the acquisition of task-generic knowledge by training multiple tasks within a unified architecture. However,…