beta-vae topic

List beta-vae repositories

disentangling-vae

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Experiments for understanding disentanglement in VAE latent representations

PyTorch-VAE

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A Collection of Variational Autoencoders (VAE) in PyTorch.

Beta-VAE

504
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124
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Pytorch implementation of β-VAE

FactorVAE

255
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47
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Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

dsprites-dataset

469
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70
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Dataset to assess the disentanglement properties of unsupervised learning methods

disentangled_vae

192
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38
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Replicating "Understanding disentangling in β-VAE"

Generative-Model

71
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8
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Repository for implementation of generative models with Tensorflow 1.x

ml-tool-wear

61
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24
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Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Mo...