2 papers
cs.LG2025
Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting
Ziyu Zhou, Yiming Huang, Yanyun Wang +3
Irregular multivariate time series (IMTS), characterized by uneven sampling and inter-variate asynchrony, fuel many forecasting applications yet remain challenging to model efficie…
cs.CV2023
CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation
Zihao Wang, Yiming Huang, Ziyu Zhou
Image generation tasks are traditionally undertaken using Convolutional Neural Networks (CNN) or Transformer architectures for feature aggregating and dispatching. Despite the freq…