On-the-fly Category Discovery for LiDAR Semantic Segmentation- Author : Hyeonseong Kim*, Sung-Hoon Yoon*, Minseok Kim, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : LiDAR Semantic Segmentation – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: LiDAR semantic segmentation is important for understanding the surrounding environment in autonomous driving. Existing methods…
Syn-to-Real Domain Adaptation for Point Cloud Completion via Part-based Approach- Author : Yunseo Yang*, Jihun Kim*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Point Cloud Completion – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: Acquiring complete point clouds for real-world scenarios is labor-intensive, making it impractical…
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring- Author : Taewoo Kim*, Hoonhee Cho*, and Kuk-Jin Yoon – Published Date : TBD – Category : Video Deblurring – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: Video deblurring aims to enhance the quality of restored results in motion-blurred videos by effectively gathering information from…
GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer- Author : Youngho Yoon*, Hyun-Kurl Jang*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Generalizable Neural Rendering – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: Novel view synthesis (NVS) aims to generate images at arbitrary viewpoints using multi-view…
LiDAR-based All-weather 3D Object Detection via Prompting and Distilling 4D Radar- Author : Yujeong Chae, Hyeonseong Kim, Changgyoon Oh, Minseok Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : 3D Object Detection – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: LiDAR-based 3D object detection models show remarkable performance, however their effectiveness diminishes…
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation- Author : Yuhwan Jeong*, Hoonhee Cho*, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Translation – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: Event cameras with high dynamic range ensure scene capture even in low-light conditions. However, night…
Towards Robust 3D Object Detection with LiDAR and 4D Radar Fusion in Various Weather Conditions- Author : Yujeong Chae, Hyeonseong Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : 3D Object Detection – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Detecting objects in 3D under various…
Quantifying Task Priority for Multi-Task Optimization- Author : Wooseong Jeong and Kuk-Jin Yoon – Published Date : TBD – Category : Multi-Task – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: The goal of multi-task learning is to learn diverse tasks within a single unified network. As each task…
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation- Author : Hyeokjun Kweon and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 (oral) Abstract: Weakly Supervised Semantic Segmentation (WSSS) aims to learn…
Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle- Author : Hyeokjun Kweon*, Jihun Kim*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Point Cloud Weakly Supervised Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Manual annotation of every point in…