4 papers
Rethinking Selectivity in State Space Models: A Minimal Predictive Sufficiency Approach
Yiyi Wang, Jian'an Zhang, Hongyi Duan +2
State Space Models (SSMs), particularly recent selective variants like Mamba, have emerged as a leading architecture for sequence modeling, challenging the dominance of Transformer…
A case study of the Lunger phenomenon based on multiple algorithms
Zhang Jianan, Wang Yiyi, Duan Hongyi +1
In this study, we conduct a thorough and meticulous examination of the Runge phenomenon. Initially, we engage in an extensive review of relevant literature, which aids in delineati…
Improvement and Enhancement of YOLOv5 Small Target Recognition Based on Multi-module Optimization
Qingyang Li, Yuchen Li, Hongyi Duan +4
In this paper, the limitations of YOLOv5s model on small target detection task are deeply studied and improved. The performance of the model is successfully enhanced by introducing…
Comparative study of microgrid optimal scheduling under multi-optimization algorithm fusion
Hongyi Duan, Qingyang Li, Yuchen Li +2
As global attention on renewable and clean energy grows, the research and implementation of microgrids become paramount. This paper delves into the methodology of exploring the rel…