Time Series Modeling for Heart Rate Prediction: From ARIMA to Transformers

no code implementations • 18 Jun 2024 • Haowei Ni, Shuchen Meng, Xieming Geng, Panfeng Li, Zhuoying Li, Xupeng Chen, Xiaotong Wang, Shiyao Zhang

Cardiovascular disease (CVD) is a leading cause of death globally, necessitating precise forecasting models for monitoring vital signs like heart rate, blood pressure, and ECG.

Management Time Series

Exploring Diverse Methods in Visual Question Answering

no code implementations • 21 Apr 2024 • Panfeng Li, Qikai Yang, Xieming Geng, Wenjing Zhou, Zhicheng Ding, Yi Nian

This study explores innovative methods for improving Visual Question Answering (VQA) using Generative Adversarial Networks (GANs), autoencoders, and attention mechanisms.

Question Answering Visual Question Answering