SSD-TS: Exploring the Potential of Linear State Space Models for Diffusion Models in Time Series Imputation

Hongfan Gao, Wangmeng Shen, Xiangfei Qiu +3

Probabilistic time series imputation has been widely applied in real-world scenarios due to its ability for uncertainty estimation and denoising diffusion probabilistic models~(DDP…