4 papers
Few-Shot Learning with Adaptive Weight Masking in Conditional GANs
Jiacheng Hu, Zhen Qi, Jianjun Wei +3
Deep learning has revolutionized various fields, yet its efficacy is hindered by overfitting and the requirement of extensive annotated data, particularly in few-shot learning scen…
Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems
Jiajing Chen, Runyuan Bao, Hongye Zheng +3
This study aims to improve the accuracy and quality of large-scale language models (LLMs) in answering questions by integrating Elasticsearch into the Retrieval Augmented Generatio…
Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing
Bingyao Liu, Jiajing Chen, Rui Wang +3
The development of Internet technology has led to a rapid increase in news information. Filtering out valuable content from complex information has become an urgentproblem that nee…
A Lightweight GAN-Based Image Fusion Algorithm for Visible and Infrared Images
Zhizhong Wu, Jiajing Chen, LiangHao Tan +3
This paper presents a lightweight image fusion algorithm specifically designed for merging visible light and infrared images, with an emphasis on balancing performance and efficien…