K2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting

If you find our work useful, please cite our paper.

1
2
3
4
5
6
7
@InProceedings{Wu_2025_ICML,
    author    = {Xingjian Wu, Xiangfei Qiu, Hongfan Gao, Jilin Hu, Chenjuan Guo, Bin Yang},
    title     = {K2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting},
    booktitle = {International Conference on Machine Learning ({ICML})},
    year      = {2025},

}