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score-based-generative-modeling

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huggingface /diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

flux deep-learning pytorch image-generation flax hacktoberfest diffusion text2image image2image jax text2video score-based-generative-modeling stable-diffusion stable-diffusion-diffusers latent-diffusion-models video2video image2video

UpdatedJul 4, 2025
Python

yang-song /score_sde_pytorch

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

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

UpdatedJul 14, 2024
Jupyter Notebook

yang-song /score_sde

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

flax stochastic-differential-equations inverse-problems generative-models jax diffusion-models score-matching score-based-generative-modeling controllable-generation iclr-2021

UpdatedNov 29, 2022
Jupyter Notebook

jmtomczak /intro_dgm

"Deep Generative Modeling": Introductory Examples

deep-learning pytorch generative-adversarial-network variational-autoencoder energy-based-model flow-based-modeling deep-generative-modelling autoregressive-modeling score-based-generative-modeling neural-compression generative-ai

UpdatedSep 22, 2024
Jupyter Notebook

mbreuss /diffusion-literature-for-robotics

Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.

reinforcement-learning robotics motion-planning summary literature grasping imitation-learning diffusion-models offline-rl score-based-generative-modeling grasping-robot video-diffusion-model

UpdatedSep 20, 2024

ermongroup /ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

generative-models neurips-2019 score-matching score-based-generative-modeling

UpdatedFeb 14, 2024
Python

ermongroup /ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

generative-models diffusion-models neurips-2020 score-matching score-based-generative-modeling

UpdatedJun 12, 2021
Python

harryjo97 /GDSS

Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)

stochastic-differential-equations graph-generation diffusion-models molecule-generation score-based-generative-modeling

UpdatedNov 16, 2023
Python

sangyun884 /blur-diffusion

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

generative-model image-generation image-synthesis diffusion-models score-based-generative-modeling score-based-models score-based-generative-models

UpdatedSep 11, 2022
Python

yang-song /score_flow

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

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

UpdatedDec 9, 2021
Python

sangyun884 /Diffusion-Models-Seminar

generative-model diffusion-models score-based-generative-modeling score-based-models score-based-generative-models

UpdatedSep 27, 2022

DeepGraphLearning /DiffPack

Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

deep-learning protein-structure molecule diffusion-models score-matching score-based-generative-modeling

UpdatedDec 4, 2023
Python

SHI-Yu-Zhe /generative-modeling-explained

Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.

bayesian-inference variational-inference adversarial-learning langevin-dynamics diffusion-model energy-based-model mcmc-sampling generative-modeling score-based-generative-modeling equilibrium-sampling non-equilibrium-sampling

UpdatedJan 7, 2023

JonathanCrabbe /FourierDiffusion

This repository implements time series diffusion in the frequency domain.

time-series fourier-transform diffusion-models score-matching score-based-generative-modeling

UpdatedMar 2, 2025
Jupyter Notebook

icon-lab /FDB

Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction

deep-learning artificial-intelligence reconstruction magnetic-resonance-imaging bridges diffusion-models score-based-generative-modeling

UpdatedDec 20, 2023
Python

AshishKumar4 /FlaxDiff

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

machine-learning deep-learning tensorflow attention image-generation flax unet diffusion edm distributed-training image2image ai-research jax diffusion-models ddpm score-based-generative-modeling ddim stable-diffusion generative-ai karras

UpdatedMay 6, 2025
Jupyter Notebook

caetas /GenerativeZoo

Model Zoo for Generative Models.

deep-learning artificial-intelligence generative-adversarial-network generative-model normalizing-flows variational-autoencoders diffusion-models score-based-generative-modeling flow-matching

UpdatedJun 18, 2025
Python

mbreuss /consistency_trajectory_models_toy_task

Minimal unofficial implementation of Consistency Trajectory models on a 1D toy task.

generative-model diffusion-models consistency-models score-matching score-based-generative-modeling

UpdatedMar 11, 2024
Python

UW-Madison-Lee-Lab /score-wasserstein

Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022

score-based-generative-modeling

UpdatedFeb 11, 2023
Jupyter Notebook

homerjed /sbgm

Score-based Diffusion models in JAX.

diffusion equinox jax diffusion-models score-based-generative-modeling score-based-generative-models

UpdatedJun 4, 2025
Python

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