NVlabs / LSGM
The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)
☆354Updated 3 years ago
Alternatives and similar repositories for LSGM:
Users that are interested in LSGM are comparing it to the libraries listed below
- The official PyTorch implementation for NCSNv2 (NeurIPS 2020)☆286Updated 3 years ago
- Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"☆357Updated 2 years ago
- Implementation of Denoising Diffusion Probabilistic Models in PyTorch☆372Updated 2 years ago
- Score-Based Generative Modeling with Critically-Damped Langevin Diffusion☆196Updated last year
- The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)☆335Updated last year
- ☆303Updated 2 years ago
- Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804☆717Updated 2 years ago
- PyTorch implementation of Variational Diffusion Models.☆78Updated 8 months ago
- A mini-library for training consistency models.☆234Updated last year
- PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"☆147Updated last year
- A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)☆267Updated 4 months ago
- Pytorch implementation of Generative Models as Distributions of Functions 🌿☆146Updated last year
- PyTorch reimplementation of Diffusion Models☆513Updated 2 years ago
- Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)☆89Updated 4 years ago
- Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)☆134Updated 3 years ago
- ☆210Updated last year
- ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)☆422Updated 2 years ago
- Unofficial Implementation of Consistency Models in pytorch☆255Updated last year
- Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outsta…☆170Updated 2 years ago
- [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator☆155Updated last year
- ☆449Updated 2 years ago
- Official implementation of Diffusion Autoencoders☆884Updated 4 months ago
- PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.☆122Updated 2 years ago
- a simple unofficial implementation of classifier-free diffusion guidance☆177Updated last year
- [Neurips 2021]Diffusion Normalizing Flow (DiffFlow)☆117Updated last year
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆654Updated 2 years ago
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆242Updated 2 weeks ago
- Pytorch implementation of MaskGIT: Masked Generative Image Transformer (https://arxiv.org/pdf/2202.04200.pdf)☆420Updated last year
- Improved diffusion generative models with subspaces☆132Updated 2 years ago
- Pytorch implementation of common image generation metrics.☆155Updated 7 months ago