Search Results for author: Xupeng Chen

Found 7 papers, 1 papers with code

Test Time Learning for Time Series Forecasting

no code implementations21 Sep 2024 Panayiotis Christou, Shichu Chen, Xupeng Chen, Parijat Dube

Time-series forecasting has seen significant advancements with the introduction of token prediction mechanisms such as multi-head attention.

Language Modelling Time Series +1

Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods

no code implementations8 Aug 2024 Yiming Zhou, Zixuan Zeng, Andi Chen, Xiaofan Zhou, Haowei Ni, Shiyao Zhang, Panfeng Li, Liangxi Liu, Mengyao Zheng, Xupeng Chen

Exploring the capabilities of Neural Radiance Fields (NeRF) and Gaussian-based methods in the context of 3D scene reconstruction, this study contrasts these modern approaches with traditional Simultaneous Localization and Mapping (SLAM) systems.

3D Scene Reconstruction Simultaneous Localization and Mapping

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

no code implementations18 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

Applying Machine Learning To Maize Traits Prediction

1 code implementation20 Aug 2018 Binbin Shi, Xupeng Chen

Heterosis is the improved or increased function of any biological quality in a hybrid offspring.

BIG-bench Machine Learning

Deep Mask For X-ray Based Heart Disease Classification

no code implementations19 Aug 2018 Xupeng Chen, Binbin Shi

By learning the doctor's diagnostic experience, labeling the image and using tools to extract masks of heart region, we train a U-net to generate a mask to give more attention.

Classification General Classification

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