airalcorn2 / vqvae-pytorchLinks
A minimal PyTorch implementation of the VQ-VAE model described in "Neural Discrete Representation Learning".
☆76Updated 3 years ago
Alternatives and similar repositories for vqvae-pytorch
Users that are interested in vqvae-pytorch are comparing it to the libraries listed below
Sorting:
- ☆322Updated 2 years ago
- PyTorch implementation of Variational Diffusion Models.☆91Updated last year
- VQ-VAE/GAN implementation in pytorch-lightning☆45Updated 9 months ago
- PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.☆179Updated 3 years ago
- Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)☆148Updated 3 years ago
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆174Updated 6 months ago
- A simple tutorial of Diffusion Probabilistic Models☆98Updated 9 months ago
- A mini-library for training consistency models.☆246Updated last year
- A summary of related works about flow matching, stochastic interpolants☆547Updated 5 months ago
- ☆138Updated last year
- Annotated Flow Matching paper☆200Updated 11 months ago
- Code release for the paper Generative Modeling With Inverse Heat Dissipation☆74Updated 2 years ago
- Educational implementation of the Discrete Flow Matching paper☆108Updated last year
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆366Updated 3 weeks ago
- ☆172Updated last year
- A Tutorial for Diffusion Models☆57Updated 2 years ago
- The official PyTorch implementation for NCSNv2 (NeurIPS 2020)☆311Updated 4 years ago
- ☆229Updated 2 years ago
- A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)☆803Updated 2 years ago
- Implement a MNIST(also minimal) version of denoising diffusion probabilistic model from scratch.The model only has 4.55MB.☆127Updated 2 years ago
- This repo implements VQVAE on mnist and as well as colored version of mnist images. It also implements simple LSTM for generating sample …☆57Updated last year
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆697Updated 2 years ago
- A curated list for awesome discrete diffusion models resources.☆433Updated 2 months ago
- A simple tutorial of Variational AutoEncoders with Pytorch☆404Updated last year
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆622Updated last year
- Minimal Implementation of a D3PM in pytorch☆249Updated last year
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆77Updated last year
- ☆269Updated 8 months ago
- Implementation of Autoregressive Diffusion in Pytorch☆403Updated 9 months ago
- A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)☆290Updated 11 months ago