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: 22 Apr 2025
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 Apr 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: 08 Apr 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/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/ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
generative-models neurips-2019 score-based-generative-modeling score-matching
Last synced: 04 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: 20 Nov 2024
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: 08 Feb 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: 19 Nov 2024
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/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: 08 Feb 2025
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: 17 Dec 2024
https://github.com/dirmeier/denoising-diffusion-operators
Denoising diffusion operators in Flax
denoising-diffusion-operator flax jax python score-based-generative-modeling
Last synced: 08 Mar 2025
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: 05 Mar 2025
