EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model

EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model

21 August 2024

Yizhou Zhou

Siying Wu

Fengyun Rao

Yueyi Zhang

Xiaoyan Sun

Papers citing "EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model"

3 / 3 papers shown

Title
Beyond Token Compression: A Training-Free Reduction Framework for Efficient Visual Processing in MLLMs Hongliang Li Jiaxin Zhang Wenhui Liao Dezhi Peng Kai Ding Lianwen Jin OffRL MQ 71 0 0 31 Jan 2025
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment Yifei Xing Xiangyuan Lan Ruiping Wang D. Jiang Wenjun Huang Qingfang Zheng Yaowei Wang Mamba 28 0 0 08 Oct 2024
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022