4 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 4 cited
Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem
Peiwang Tang, Xianchao Zhang
The Transformer architecture yields state-of-the-art results in many tasks such as natural language processing (NLP) and computer vision (CV), since the ability to efficiently capt…
cs.LG2022★ 3 cited
MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting
Peiwang Tang, Xianchao Zhang
Large-scale self-supervised pre-training Transformer architecture have significantly boosted the performance for various tasks in natural language processing (NLP) and computer vis…
cs.AI2022
Features Fusion Framework for Multimodal Irregular Time-series Events
Peiwang Tang, Xianchao Zhang
Some data from multiple sources can be modeled as multimodal time-series events which have different sampling frequencies, data compositions, temporal relations and characteristics…