102 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
2 papers
cs.LG2023★ 102 cited
Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation
Haiming Yi, Lei Hou, Yuhong Jin +3
Diffusion models have demonstrated powerful data generation capabilities in various research fields such as image generation. However, in the field of vibration signal generation,…
cs.LG2021★ 4 cited
Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems
Haitao Liu, Changjun Liu, Xiaomo Jiang +3
The demand of probabilistic time series forecasting has been recently raised in various dynamic system scenarios, for example, system identification and prognostic and health manag…