deep-generative-model topic

List deep-generative-model repositories

scvi-tools

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Deep probabilistic analysis of single-cell and spatial omics data

GRAN

454
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95
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Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

nuwave

281
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20
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NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021

dgm_latent_bow

124
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14
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Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

wavegrad2

110
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17
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Unofficial Pytorch Implementation of WaveGrad2

sqvae

166
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19
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Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

naru

94
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31
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Neural Relation Understanding: neural cardinality estimators for tabular data

NanoFlow

63
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4
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PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

Gumbel-CRF

56
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9
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Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs