Tag Archives: Wooseong Jeong

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning-  Author : Wooseong Jeong and Kuk-Jin Yoon – Published Date : 2025.10.19 – Category : Multi-Task Learning – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2025 Abstract: Multi-Task Learning (MTL) enables multiple tasks to be learned within a shared network, but…

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,…