2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2021
ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer
Yue Ju, Alka Isac, Yimin Nie
The analysis of long sequence data remains challenging in many real-world applications. We propose a novel architecture, ChunkFormer, that improves the existing Transformer framewo…
eess.SP2020★ 2 cited
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
Xiaoming Li, Chun Wang, Xiao Huang +1
The conventional deep learning approaches for solving time-series problem such as long-short term memory (LSTM) and gated recurrent unit (GRU) both consider the time-series data se…