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Top 7 score-matching open source projects

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

✭ 49

python flax normalizing-flows jax diffusion-models score-matching neural-odes score-based-generative-modeling neurips-2021 score-based-generative-models

sliced score matching

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

✭ 68

python density-estimation energy-based-model score-matching uai2019 score-estimation

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

✭ 394

python pytorch image-editing image-manipulation image-generation score-matching controllable-generation

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

✭ 55

python audio text-to-speech duration end-to-end pytorch tts speech-synthesis robust synthesis neural-tts non-autoregressive text-to-audio score-matching phoneme-to-waveform

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

✭ 143

machine-learning energy deep-learning exponential-family noise-contrastive-estimation energy-based-model contrastive-divergence score-matching energy-based-learning energy-based-machine-learning energy-based-deep-learning energy-based-graph-learning stein-discrepancy score-based score-based-models score-based-generative-models

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

✭ 2,313

python deep-learning artificial-intelligence generative-model score-matching

score sde pytorch

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

✭ 755

Jupyter Notebook python pytorch stochastic-differential-equations inverse-problems generative-models diffusion-models score-matching score-based-generative-modeling controllable-generation iclr-2021

1-7 of 7 score-matching projects