@article{diffimpefficientdiffusionmodelfor, title = {DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone}, author = {Hongfan Gao and Wangmeng Shen and Xiangfei Qiu and Ronghui Xu and Jilin Hu and Bin Yang}, year = {2024}, eprint = {2410.13338}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.13338v1}, }