"shared representation learning" Papers

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On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations

GUOJUN XIONG, Shufan Wang, Daniel Jiang et al.

ICLR 2025oralarXiv:2411.15014
4
citations

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

Zedong Wang, Siyuan Li, Dan Xu

ICCV 2025highlightarXiv:2507.21049
1
citations

Position: The Platonic Representation Hypothesis

Minyoung Huh, Brian Cheung, Tongzhou Wang et al.

ICML 2024

Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models

Yongxian Wei, Zixuan Hu, Li Shen et al.

ICML 2024arXiv:2405.16560
8
citations