NVlabs / NVAE
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
☆1,047Updated 2 years ago
Alternatives and similar repositories for NVAE:
Users that are interested in NVAE are comparing it to the libraries listed below
- Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"☆441Updated last year
- Vector Quantized VAEs - PyTorch Implementation☆897Updated last year
- Minimalist implementation of VQ-VAE in Pytorch☆538Updated 3 years ago
- Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch☆1,717Updated 2 years ago
- Noise Conditional Score Networks (NeurIPS 2019, Oral)☆711Updated last year
- Experiments for understanding disentanglement in VAE latent representations☆814Updated 2 years ago
- PyTorch implementation of VQ-VAE by Aäron van den Oord et al.☆559Updated 5 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆381Updated 2 years ago
- PyTorch implementation of Glow☆533Updated 3 years ago
- The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)☆358Updated 3 years ago
- Pytorch implementation of β-VAE☆536Updated 4 years ago
- High-fidelity performance metrics for generative models in PyTorch☆1,060Updated last year
- Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows☆617Updated 3 years ago
- Easy generative modeling in PyTorch☆437Updated last year
- A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.☆811Updated 3 years ago
- [CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.☆608Updated 2 years ago
- A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)☆731Updated 2 years ago
- [CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Va…☆197Updated 2 years ago
- An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》☆111Updated 3 years ago
- Official Code for Invertible Residual Networks☆527Updated 8 months ago
- Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)☆1,619Updated 2 years ago
- pytorch implementation of openai paper "Glow: Generative Flow with Invertible 1×1 Convolutions"☆509Updated 5 years ago
- Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"☆363Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,806Updated 9 months ago
- PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)☆1,885Updated 9 months ago
- PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]☆1,048Updated 8 months ago
- An efficient PyTorch library for deep generative modeling.☆910Updated 6 months ago
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆674Updated 2 years ago
- PyTorch Implementation of InfoGAN☆323Updated 2 years ago
- Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804☆731Updated 2 years ago