A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)
☆308Sep 4, 2024Updated last year
Alternatives and similar repositories for minimal-diffusion
Users that are interested in minimal-diffusion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch reimplementation of Diffusion Models☆580Jan 15, 2023Updated 3 years ago
- A PyTorch reimplementation of Local Implicit Grid Representations for 3D Scenes☆17Jul 21, 2021Updated 4 years ago
- Unconditional music synthesis using a diffusion model in the STFT domain☆12May 31, 2022Updated 3 years ago
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆21Apr 15, 2024Updated last year
- A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.☆995May 7, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A minimal implementation of a denoising diffusion model in PyTorch.☆133Dec 5, 2025Updated 3 months ago
- Self-contained, minimalistic implementation of diffusion models with Pytorch.☆1,152Jun 28, 2022Updated 3 years ago
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Jun 12, 2023Updated 2 years ago
- denoising diffusion models, as simple as possible☆173Nov 8, 2022Updated 3 years ago
- ☆25Feb 20, 2026Updated last month
- Official implementation of Cold-Diffusion for different transformations in pytorch.☆1,120Oct 13, 2022Updated 3 years ago
- A collection of resources and papers on Diffusion Models☆12,297Aug 1, 2024Updated last year
- ☆7,319Jul 2, 2024Updated last year
- [CVPR 2024] This repository includes the official implementation our paper "Revisiting Adversarial Training at Scale"☆20Apr 21, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official code for "Stochastic Localization via Iterative Posterior Sampling"☆13May 2, 2025Updated 10 months ago
- Official PyTorch Implementation of "Don't Play Favorites: Minority Guidance for Diffusion Models" (ICLR 2024)☆25May 5, 2025Updated 10 months ago
- dmps code☆39Jan 24, 2024Updated 2 years ago
- [ICLR 2022 official code] Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?☆29Mar 15, 2022Updated 4 years ago
- Elucidating the Design Space of Diffusion-Based Generative Models (EDM)☆1,921Mar 16, 2024Updated 2 years ago
- Official code for "IT³: Idempotent Test-Time Training" (ICML 2025)☆15Jun 25, 2025Updated 9 months ago
- A Closer Look at Accuracy vs. Robustness☆87May 17, 2021Updated 4 years ago
- An implementation of simple diffusion in PyTorch (and JAX)☆34Jan 28, 2023Updated 3 years ago
- This is a PyTorch implementation of the paperViP A Differentially Private Foundation Model for Computer Vision☆36Jun 27, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆26Dec 21, 2023Updated 2 years ago
- Using pre-trained Diffusion models as priors for inference tasks☆211Feb 9, 2023Updated 3 years ago
- Implementation of Denoising Diffusion Probabilistic Models in PyTorch☆402Jun 14, 2022Updated 3 years ago
- Release for Improved Denoising Diffusion Probabilistic Models☆3,811Jul 18, 2024Updated last year
- ☆15Jul 24, 2022Updated 3 years ago
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆721Nov 12, 2022Updated 3 years ago
- TensorFlow implementation of "Finite Scalar Quantization: VQ-VAE Made Simple" (ICLR 2024)☆21Dec 3, 2023Updated 2 years ago
- Accelerating Diffusion Models via Early Stop of the Diffusion Process☆38May 30, 2022Updated 3 years ago
- Official repo for the paper "Make Some Noise: Reliable and Efficient Single-Step Adversarial Training" (https://arxiv.org/abs/2202.01181)☆25Oct 17, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion☆696Mar 27, 2023Updated 3 years ago
- Denoising Masked Autoencoders Help Robust Classification.☆67Jun 4, 2023Updated 2 years ago
- Improved diffusion generative models with subspaces☆135Jun 1, 2022Updated 3 years ago
- Code for Fast Training of Diffusion Models with Masked Transformers☆423May 15, 2024Updated last year
- Self practice library of pytorch-based 3D geometry processing☆33Apr 14, 2023Updated 2 years ago
- PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]☆1,141Aug 2, 2025Updated 7 months ago
- Code for "Training on Thin Air: Improve Image Classification with Generated Data"☆49May 25, 2023Updated 2 years ago