Search Results for author: Hanyi Yu

Found 7 papers, 0 papers with code

Machine Learning-Based Vehicle Intention Trajectory Recognition and Prediction for Autonomous Driving

no code implementations25 Feb 2024 Hanyi Yu, Shuning Huo, Mengran Zhu, Yulu Gong, Yafei Xiang

This paper introduces a deep learning-based prediction method for autonomous driving lane change behavior, aiming to facilitate safe lane changes and thereby improve road safety.

Autonomous Driving

Deep Learning Approaches for Improving Question Answering Systems in Hepatocellular Carcinoma Research

no code implementations25 Feb 2024 Shuning Huo, Yafei Xiang, Hanyi Yu, Mengran Zhu, Yulu Gong

In recent years, advancements in natural language processing (NLP) have been fueled by deep learning techniques, particularly through the utilization of powerful computing resources like GPUs and TPUs.

Question Answering

Text Understanding and Generation Using Transformer Models for Intelligent E-commerce Recommendations

no code implementations25 Feb 2024 Yafei Xiang, Hanyi Yu, Yulu Gong, Shuning Huo, Mengran Zhu

With the rapid development of artificial intelligence technology, Transformer structural pre-training model has become an important tool for large language model (LLM) tasks.

Language Modelling Large Language Model +2

Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data

no code implementations15 Feb 2024 Mengran Zhu, Yulu Gong, Yafei Xiang, Hanyi Yu, Shuning Huo

Anomaly detection is a critical challenge across various research domains, aiming to identify instances that deviate from normal data distributions.

Anomaly Detection Face Verification +2

Utilizing Deep Learning for Enhancing Network Resilience in Finance

no code implementations15 Feb 2024 Yulu Gong, Mengran Zhu, Shuning Huo, Yafei Xiang, Hanyi Yu

In the age of the Internet, people's lives are increasingly dependent on today's network technology.

Intrusion Detection

Baichuan2-Sum: Instruction Finetune Baichuan2-7B Model for Dialogue Summarization

no code implementations27 Jan 2024 Jianfei Xiao, Yancan Chen, Yimin Ou, Hanyi Yu, Kai Shu, Yiyong Xiao

Nevertheless, for the dialogue summarization task, which aims to generate summaries for different roles in dialogue, most of the state-of-the-art methods conduct on small models (e. g Bart and Bert).

Clumped Nuclei Segmentation with Adjacent Point Match and Local Shape based Intensity Analysis for Overlapped Nuclei in Fluorescence In-Situ Hybridization Images

no code implementations14 Aug 2018 Xiaoyuan Guo, Hanyi Yu, Blair Rossetti, George Teodoro, Daniel Brat, Jun Kong

Highly clumped nuclei clusters captured in fluorescence in situ hybridization microscopy images are common histology entities under investigations in a wide spectrum of tissue-related biomedical investigations.

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