Tag Archives: Kuk-Jin Yoon

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Diffusion-Guided Weakly Supervised Semantic Segmentation

By admin 2024년 7월 2일

Diffusion-Guided Weakly Supervised Semantic Segmentation- Author : Sung-Hoon Yoon, Hoyong Kwon*, Jaeseok Jeong*, Daehee Park, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation – Place of publication : European Conference on Computer Vision (ECCV) 2024 Abstract: Weakly Supervised Semantic Segmentation (WSSS) with image-level supervision typically uses Class Activation Maps to…

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On-the-fly Category Discovery for LiDAR Semantic Segmentation

By admin 2024년 7월 2일

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…

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Syn-to-Real Domain Adaptation for Point Cloud Completion via Part-based Approach

By admin 2024년 7월 2일

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…

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CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring

By admin 2024년 7월 2일

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…

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GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer

By admin 2024년 7월 2일

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…

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LiDAR-based All-weather 3D Object Detection via Prompting and Distilling 4D Radar

By admin 2024년 7월 2일

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…

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Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation

By admin 2024년 7월 2일

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…

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Towards Robust 3D Object Detection with LiDAR and 4D Radar Fusion in Various Weather Conditions

By admin 2024년 2월 28일

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…

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Quantifying Task Priority for Multi-Task Optimization

By admin 2024년 2월 28일

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…

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From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation

By admin 2024년 2월 28일

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…

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