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,…
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…
We have nine papers accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR) 2024. The papers are “T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory” by Daehee Park, Jaeseok Jeong, Sung-Hoon Yoon, Jaewoo Jeong, and Kuk-Jin Yoon “Frequency-aware Event-based Video Deblurring for Real-World Motion Blur” by Taewoo Kim*, Hoonhee Cho*,…
Pixel-wise Warping for Deep Image Stitching- Author : Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon – Published Date : TBD – Category : Image Stitching – Place of publication : Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023) Abstract: Existing image stitching approaches based on global or local homography estimation…