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Phil Wang
2022-04-12 17:51:23 -07:00
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@@ -36,6 +36,15 @@ Once built, images will be saved to the same directory the command is invoked
Todo
## Todo
- [ ] finish off gaussian diffusion class for latent embedding - allow for both prediction of epsilon as well as directly predicting embedding
- [ ] make sure it works end to end
- [ ] augment unet so that it can also be conditioned on text encodings (although in paper they hinted this didn't make much a difference)
- [ ] look into Jonathan Ho's cascading DDPM for the decoder, as that seems to be what they are using. get caught up on DDPM literature
- [ ] figure out all the current bag of tricks needed to make DDPMs great (starting with the blur trick mentioned in paper)
- [ ] train on a toy task, offer in colab
## Citations
```bibtex