score-matching topic

List score-matching repositories

score_sde

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Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

awesome-ebm

254
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27
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Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

denoising-diffusion-pytorch

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928
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Implementation of Denoising Diffusion Probabilistic Model in Pytorch

SDEdit

925
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86
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PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

score_sde_pytorch

1.5k
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288
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PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

ncsn

627
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94
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Noise Conditional Score Networks (NeurIPS 2019, Oral)

ncsnv2

262
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57
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The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

score_flow

121
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24
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Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

WaveGrad2

66
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16
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PyTorch Implementation of Google Brain's WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis

sliced_score_matching

133
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21
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Code for reproducing results in the sliced score matching paper (UAI 2019)