"negative transfer mitigation" Papers

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GraphBridge: Towards Arbitrary Transfer Learning in GNNs

Li Ju, Xingyi Yang, Qi Li et al.

ICLR 2025arXiv:2502.19252

HPSERec: A Hierarchical Partitioning and Stepwise Enhancement Framework for Long-tailed Sequential Recommendation

Xiaolong Xu, Xudong Zhao, Haolong Xiang et al.

MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception

Wenzhuo Liu, Wenshuo Wang, Yicheng Qiao et al.

CVPR 2025arXiv:2504.02264

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning

Zedong Wang, Siyuan Li, Dan Xu

ICCV 2025highlightarXiv:2507.21049

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning

Wooseong Jeong, Kuk-Jin Yoon

ICCV 2025arXiv:2507.07485

Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling

MYUNG-SIK CHO, Jong Eui Park, Suyoung Lee et al.