Jacobian-Supervision-for-progressively-growing-variational-autoencoder

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CNN-VAE Implementation: Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian Supervision
José Lezama
https://openreview.net/forum?id=Hkg4W2AcFm

Supports training and testing with quantitative and qualitative analysis(visual analysis by walking latent code)

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
README.md		README.md
dataloader_dsprites.py		dataloader_dsprites.py
dataloader_shapes.py		dataloader_shapes.py
dataloader_shapes_new.py		dataloader_shapes_new.py
dsprites_dataset.py		dsprites_dataset.py
elbo_decomposition.py		elbo_decomposition.py
models.py		models.py
train_student_dsprites.py		train_student_dsprites.py
train_student_mnist.py		train_student_mnist.py
train_student_shapes.py		train_student_shapes.py
train_teacher_dsprites.py		train_teacher_dsprites.py
train_teacher_mnist.py		train_teacher_mnist.py
train_teacher_shapes.py		train_teacher_shapes.py
utils.py		utils.py

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