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pytorch-vae
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A Collection of Variational Autoencoders (VAE) in PyTorch.
deep-learningreproducible-researcharchitecturepytorchvaebeta-vaepaper-implementationsgumbel-softmaxceleba-datasetwaevariational-autoencoderspytorch-implementationdfc-vaeiwaevqvaevae-implementationpytorch-vae
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Jun 13, 2024 - Python
KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)
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May 23, 2024 - Jupyter Notebook
Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).
entropyvaequaternionsvariational-autoencodericasspgenerative-modelsvariational-autoencodersentropy-measuresvae-pytorchvaespytorch-vaequaternion-neural-networksquaternion-domain
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Mar 30, 2022 - Python
Example of replacing MLP with KAN in autoencoder(AE) and variational autoencoder(VAE)
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Jul 5, 2024 - Jupyter Notebook
Unofficial implementation of the paper Semantic Deep Face Models by Prashanth Chandran et al. (2020)
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Feb 24, 2024 - Python
pytorchmnistautoencodervaeimage-compressionautoencoder-mnistvae-pytorchpytorch-vaeimage-regenerationcompression-regeneration
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Jun 12, 2020 - Jupyter Notebook
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