A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)
☆883Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for vqvae
Users that are interested in vqvae are comparing it to the libraries listed below
Sorting:
- Vector Quantized VAEs - PyTorch Implementation☆950Jul 12, 2023Updated 2 years ago
- Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch☆1,796Feb 15, 2023Updated 3 years ago
- Minimalist implementation of VQ-VAE in Pytorch☆557Jun 3, 2021Updated 4 years ago
- PyTorch implementation of VQ-VAE by Aäron van den Oord et al.☆602Nov 13, 2019Updated 6 years ago
- PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"☆165Feb 15, 2023Updated 3 years ago
- Taming Transformers for High-Resolution Image Synthesis☆6,434Jul 30, 2024Updated last year
- VQVAEs, GumbelSoftmaxes and friends☆629Nov 20, 2021Updated 4 years ago
- A Collection of Variational Autoencoders (VAE) in PyTorch.☆7,592Mar 21, 2025Updated 11 months ago
- Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)☆545Jul 17, 2024Updated last year
- This repo implements VQVAE on mnist and as well as colored version of mnist images. It also implements simple LSTM for generating sample …☆61Feb 6, 2024Updated 2 years ago
- Official implementation of VQ-Diffusion☆978Apr 17, 2024Updated last year
- ☆484Jun 30, 2022Updated 3 years ago
- High-Resolution Image Synthesis with Latent Diffusion Models☆13,864Feb 29, 2024Updated 2 years ago
- Fred's PhD Thesis Project: VQ VAE 2 Image Compression☆33Sep 20, 2020Updated 5 years ago
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,382May 31, 2024Updated last year
- A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application☆330Jan 31, 2025Updated last year
- The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)☆1,002Jan 3, 2024Updated 2 years ago
- A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"☆75Mar 25, 2020Updated 5 years ago
- Experiments for understanding disentanglement in VAE latent representations☆841Feb 2, 2023Updated 3 years ago
- ☆7,305Jul 2, 2024Updated last year
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆32,642Feb 18, 2026Updated 2 weeks ago
- VQVAE | VAE | GumbelVAE | PixelCNN☆21Jun 15, 2020Updated 5 years ago
- PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838☆1,863Feb 20, 2026Updated last week
- Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)☆193Jul 20, 2022Updated 3 years ago
- Easy generative modeling in PyTorch☆438Sep 11, 2023Updated 2 years ago
- [NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Mod…☆8,626Nov 10, 2025Updated 3 months ago
- Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion☆143Sep 1, 2020Updated 5 years ago
- An unofficial implementation of both ViT-VQGAN and RQ-VAE in Pytorch☆321Apr 7, 2025Updated 10 months ago
- An open source implementation of CLIP.☆13,430Updated this week
- Official Pytorch Implementation of Our CVPR2023 Paper: "Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dyna…☆191Jul 23, 2023Updated 2 years ago
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆8,230Jul 23, 2024Updated last year
- Experimental implementation for a sparse-dictionary based version of the VQ-VAE2 paper☆35Oct 27, 2023Updated 2 years ago
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,092Dec 6, 2022Updated 3 years ago
- PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)☆2,082Jul 14, 2024Updated last year
- A collection of resources and papers on Diffusion Models☆12,273Aug 1, 2024Updated last year
- Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"☆451Apr 28, 2023Updated 2 years ago
- Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)☆1,802Nov 29, 2022Updated 3 years ago
- JAX implementation ViT-VQGAN☆82Sep 21, 2022Updated 3 years ago
- Release for Improved Denoising Diffusion Probabilistic Models☆3,799Jul 18, 2024Updated last year