Minitechy / betaVAE_variants

beta-VAE variants trained using deep neural networks on the dSprites dataset with PyTorch

The results for training

1. $\beta$-VAE (betaVAE_train.ipynb) can be found at the following link: https://drive.google.com/file/d/1uThj2zB1iKGwUw2KSAvGOAIFJgR2YEPt/view?usp=sharing

2. $\beta$-VAE-v1 (betaVAE_train_v1.ipynb) can be found at the following link: https://drive.google.com/file/d/1LNRSRvieZzuaHV4yzzEIrwBOBegUv106/view?usp=sharing

3. $\lambda\beta$-VAE (betaVAE_recon_train.ipynb) can be found at the following link: https://drive.google.com/file/d/1BUVlm28CsBYr3fEU4FSDfLaox4TgOsBo/view?usp=sharing

4. $\gamma\beta$-VAE can be found at the following link:

   • betaVAE_MC_train.ipynb:
     • All $\beta$ values: https://drive.google.com/file/d/1pCecE40WWUCcgeIg9IVd86V-qrTLXBBO/view?usp=sharing
     • $\beta=[1, 2, 4]$: https://drive.google.com/file/d/1WL9eWGq2NeiKS9zjjq_0SOwkh99MqTs_/view?usp=sharing
   • betaVAE_VLB_train.ipynb: https://drive.google.com/file/d/1roQc5qTifdYv3YjqXjuNlkGI0ba9VjPU/view?usp=sharing