3 papers
cs.CV2024
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation
Yi Ren, HanZhi Zhang, Weibin Li +5
We present MMDS, a system capable of recognizing medical images and patient facial details, and providing professional medical diagnoses. The system consists of two core components…
cs.CL2024
Research on Predicting Public Opinion Event Heat Levels Based on Large Language Models
Yi Ren, Tianyi Zhang, Weibin Li +3
In recent years, with the rapid development of large language models, serval models such as GPT-4o have demonstrated extraordinary capabilities, surpassing human performance in var…
cs.CV2024
A Novel Adaptive Fine-Tuning Algorithm for Multimodal Models: Self-Optimizing Classification and Selection of High-Quality Datasets in Remote Sensing
Yi Ren, Tianyi Zhang, Zhixiong Han +6
We propose an adaptive fine-tuning algorithm for multimodal large models. The core steps of this algorithm involve two stages of truncation. First, the vast amount of data is proje…