Search Results for author: Bohan Lyu

Found 3 papers, 0 papers with code

Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks

no code implementations30 May 2024 Xiaoyu Wu, Jiaru Zhang, Yang Hua, Bohan Lyu, Hao Wang, Tao Song, Haibing Guan

Through this modeling, we identify the primary cause of this corruption stage: a narrowed learning distribution inherent in the nature of few-shot fine-tuning.

GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension

no code implementations28 Dec 2023 Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Yujia Qin, Yining Ye, Yaxi Lu, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun

As GitHub has hosted a multitude of repositories which can be seen as a good resource for tools, a promising solution is that LLM-based agents can autonomously integrate the repositories in GitHub according to the user queries to extend their tool set.

An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression

no code implementations24 Aug 2023 Bohan Lyu, Jianzhong Li

This paper introduces a new data analysis method for big data using a newly defined regression model named multiple model linear regression(MMLR), which separates input datasets into subsets and construct local linear regression models of them.

Mathematical Proofs regression

Cannot find the paper you are looking for? You can Submit a new open access paper.