YannDubs / disentangling-vaeLinks
Experiments for understanding disentanglement in VAE latent representations
☆818Updated 2 years ago
Alternatives and similar repositories for disentangling-vae
Users that are interested in disentangling-vae are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of β-VAE☆544Updated 4 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆350Updated 2 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,402Updated 4 years ago
- Disentanglement library for PyTorch☆278Updated 3 years ago
- A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.☆818Updated 3 years ago
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆272Updated 6 years ago
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,050Updated 2 years ago
- Minimalist implementation of VQ-VAE in Pytorch☆540Updated 4 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆368Updated 5 years ago
- PyTorch implementations of algorithms for density estimation☆585Updated 4 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆384Updated 2 years ago
- Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows☆625Updated 3 years ago
- Dataset to assess the disentanglement properties of unsupervised learning methods☆508Updated 4 years ago
- Vector Quantized VAEs - PyTorch Implementation☆917Updated last year
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆465Updated 6 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆287Updated 4 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆423Updated 2 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆281Updated last year
- ☆238Updated 6 years ago
- code for "Residual Flows for Invertible Generative Modeling".☆271Updated last year
- Implementation of Real NVP in PyTorch☆232Updated 5 years ago
- PyTorch Implementation of InfoGAN☆325Updated 2 years ago
- A PyTorch library for two-sample tests☆240Updated 2 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆341Updated 4 years ago
- Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"☆446Updated 2 years ago
- PyTorch implementation of VQ-VAE by Aäron van den Oord et al.☆575Updated 5 years ago
- Normalizing flows in PyTorch. Current intended use is education not production.☆869Updated 5 years ago
- This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures☆210Updated 4 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆228Updated 7 years ago
- Official Code for Invertible Residual Networks☆527Updated 10 months ago