Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical
Vision-Language Models

Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models

16 April 2024

Zuozhu Liu

Papers citing "Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models"

10 / 10 papers shown

Title
MicarVLMoE: A Modern Gated Cross-Aligned Vision-Language Mixture of Experts Model for Medical Image Captioning and Report Generation Amaan Izhar Nurul Japar Norisma Idris Ting Dang MoE 61 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 74 0 0 29 Apr 2025
Vision-Language Models for Edge Networks: A Comprehensive Survey Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 51 2 0 11 Feb 2025
When Do We Not Need Larger Vision Models? Baifeng Shi Ziyang Wu Maolin Mao Xin Wang Trevor Darrell VLM LRM 38 23 0 19 Mar 2024
MoAI: Mixture of All Intelligence for Large Language and Vision Models Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro MLLM VLM 34 9 0 12 Mar 2024
Towards an empirical understanding of MoE design choices Dongyang Fan Bettina Messmer Martin Jaggi 26 5 0 20 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 116 106 0 08 Feb 2024
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models Yadong Lu Chunyuan Li Haotian Liu Jianwei Yang Jianfeng Gao Yelong Shen MLLM 94 31 0 18 Sep 2023
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis Fuzhao Xue Yao Fu Wangchunshu Zhou Zangwei Zheng Yang You 76 74 0 22 May 2023
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 158 634 0 27 Oct 2021