diff --git a/README.md b/README.md index 905213f..3f56dc3 100644 --- a/README.md +++ b/README.md @@ -655,7 +655,7 @@ To reduce repetition, some data are in abbreviated form. Some terms may not repr # [Time Series Generation](#content) | Task | Data | Model | Paper | Code | Publication | | :-: | :-: | :-: | :-: | :-: | - | -| Paper Nums: 2 | | | | | | +| Paper Nums: 6 | | | | | | | TS Generation | FRED-MD
NN5 Daily
Temp Rain
Solar Weekly | Diffusion-TS | [Diffusion-TS: Interpretable Diffusion for General Time Series Generation](https://openreview.net/forum?id=4h1apFjO99) | [Pytorch](https://github.com/thuwuyinjun/DGM2)
![Stars](https://img.shields.io/github/stars/thuwuyinjun/DGM2?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/thuwuyinjun/DGM2?color=critical&style=social) | ICLR 2024 | TS Generation | FRED-MD
NN5 Daily
Temp Rain
Solar Weekly | LS4 | [Deep Latent State Space Models for Time-Series Generation](https://proceedings.mlr.press/v202/zhou23i.html) | [Pytorch](https://github.com/thuwuyinjun/DGM2)
![Stars](https://img.shields.io/github/stars/thuwuyinjun/DGM2?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/thuwuyinjun/DGM2?color=critical&style=social) | ICML 2023 | TS Generation | He ́non maps
Lorenz
fMRI
EEG| CR-VAE | [Causal Recurrent Variational Autoencoder for Medical Time Series Generation](https://ojs.aaai.org/index.php/AAAI/article/view/26031) | [Pytorch](https://github.com/hongmingli1995/CR-VAE)
![Stars](https://img.shields.io/github/stars/hongmingli1995/CR-VAE?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/hongmingli1995/CR-VAE?color=critical&style=social) | AAAI 2023