# Score Based Multimodal Autoencoders
> This is the code for the paper Score Based Multimodal Autoencoders

## Built Using
- PyTorch


## Get started (Extended PolyMnist)
* Download the dataset and the FID model*
```bash
    pip install -r requirements.txt
    mv pt_inception-2015-12-05-6726825d.pth ./pytorch_fid/
    tar xvzf upd_poly.tar
    ./train_poly.sh
```

## Get started (CelebMaskHQ)
* Download the dataset and the FID model*

```bash
    pip install -r requirements.txt
    mv pt_inception-2015-12-05-6726825d.pth ./pytorch_fid/
    tar xvzf celm_hq.tar
    ./train_cel.sh
```
### For sampling and other calclations, please look at the scripts.
### This is a minimal script, full code will be released on github