"model collaboration" Papers

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BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach

Haozhao Wang, Shengyu Wang, Jiaming Li et al.

ICML 2025

It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation

Sohan Patnaik, Milan Aggarwal, Sumit Bhatia et al.

ICLR 2025arXiv:2503.02463

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Zekun Li et al.

CVPR 2025arXiv:2503.16997
4
citations

MGit: A Model Versioning and Management System

Wei Hao, Daniel Mendoza, Rafael Mendes et al.

ICML 2024arXiv:2307.07507
1
citations

PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng et al.

AAAI 2024paperarXiv:2305.15072
79
citations