Projects in Awesome Lists tagged with score-based-generative-modeling
A curated list of projects in awesome lists tagged with score-based-generative-modeling .
https://github.com/huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
deep-learning diffusion flax flux hacktoberfest image-generation image2image image2video jax latent-diffusion-models pytorch score-based-generative-modeling stable-diffusion stable-diffusion-diffusers text2image text2video video2video
Last synced: 01 May 2026
https://github.com/yang-song/score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
controllable-generation diffusion-models generative-models iclr-2021 inverse-problems pytorch score-based-generative-modeling score-matching stochastic-differential-equations
Last synced: 15 May 2025
https://github.com/yang-song/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
controllable-generation diffusion-models flax generative-models iclr-2021 inverse-problems jax score-based-generative-modeling score-matching stochastic-differential-equations
Last synced: 16 May 2025
https://github.com/jmtomczak/intro_dgm
"Deep Generative Modeling": Introductory Examples
autoregressive-modeling deep-generative-modelling deep-learning energy-based-model flow-based-modeling generative-adversarial-network generative-ai neural-compression pytorch score-based-generative-modeling variational-autoencoder
Last synced: 27 Mar 2025
https://github.com/ermongroup/ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
generative-models neurips-2019 score-based-generative-modeling score-matching
Last synced: 24 Oct 2025
https://github.com/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.
diffusion-models grasping grasping-robot imitation-learning literature motion-planning offline-rl reinforcement-learning robotics score-based-generative-modeling summary video-diffusion-model
Last synced: 08 Apr 2025
https://github.com/ermongroup/ncsnv2
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
diffusion-models generative-models neurips-2020 score-based-generative-modeling score-matching
Last synced: 10 Apr 2025
https://github.com/yang-song/score_flow
Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
diffusion-models flax jax neural-odes neurips-2021 normalizing-flows score-based-generative-modeling score-based-generative-models score-matching
Last synced: 09 Jul 2025
https://github.com/deepgraphlearning/diffpack
Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
deep-learning diffusion-models molecule protein-structure score-based-generative-modeling score-matching
Last synced: 22 Aug 2025
https://github.com/SHI-Yu-Zhe/generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
adversarial-learning bayesian-inference diffusion-model energy-based-model equilibrium-sampling generative-modeling langevin-dynamics mcmc-sampling non-equilibrium-sampling score-based-generative-modeling variational-inference
Last synced: 14 May 2025
https://github.com/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.
ai-research attention ddim ddpm deep-learning diffusion diffusion-models distributed-training edm flax generative-ai image-generation image2image jax karras machine-learning score-based-generative-modeling stable-diffusion tensorflow unet
Last synced: 06 Sep 2025
https://github.com/icon-lab/fdb
Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction
artificial-intelligence bridges deep-learning diffusion-models magnetic-resonance-imaging reconstruction score-based-generative-modeling
Last synced: 06 Apr 2025
https://github.com/homerjed/sbgm
Score-based Diffusion models in JAX.
diffusion diffusion-models equinox jax score-based-generative-modeling score-based-generative-models
Last synced: 14 Jan 2026
https://github.com/alisiahkoohi/csgm
Code to reproduce the results in "Conditional score-based diffusion models for Bayesian inference in infinite dimensions", NeurIPS 2023
bayesian-inference fourier-neural-operator score-based-generative-modeling uncertainty-quantification
Last synced: 07 Sep 2025
https://github.com/adrienc21/ccsd
Combinatorial Complex Score-based Diffusion model using stochastic differential equations
artificial-intelligence ccsd combinatorial-complex deep-learning diffusion diffusion-models graph graph-neural-networks higher-order-models machine-learning molecule molecule-generation python score-based-generative-modeling score-based-generative-models tdl topological-data-analysis topological-deep-learning topological-neural-networks topology
Last synced: 23 Oct 2025
https://github.com/dirmeier/denoising-diffusion-operators
Denoising diffusion operators in Flax
denoising-diffusion-operator flax jax python score-based-generative-modeling
Last synced: 31 May 2026
https://github.com/py-img-gen/diffusers-ncsn
🤗 diffusers implementation of Noise Conditional Score Network (NCSN)
annealed-langevin-dynamics diffusers generative-models noise-conditional-score-network score-based-generative-modeling score-matching
Last synced: 26 Feb 2026
