amir-abdi / disentanglement-pytorch
Disentanglement library for PyTorch
☆276Updated 2 years ago
Alternatives and similar repositories for disentanglement-pytorch:
Users that are interested in disentanglement-pytorch are comparing it to the libraries listed below
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆349Updated 2 years ago
- Quantitative evaluation of disentangled representations☆62Updated 7 years ago
- ☆90Updated 5 years ago
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆269Updated 6 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- ☆74Updated 10 months ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆463Updated 5 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆420Updated 2 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆227Updated 6 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago
- Pytorch implementation of β-VAE☆537Updated 4 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆380Updated 2 years ago
- A PyTorch library for two-sample tests☆238Updated last year
- ☆235Updated 5 years ago
- A curated list of research papers related to learning disentangled representations☆463Updated 5 years ago
- code for "Residual Flows for Invertible Generative Modeling".☆265Updated last year
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆91Updated 4 years ago
- ☆87Updated 3 years ago
- Implementation of Glow in PyTorch☆81Updated 4 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆360Updated 5 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆286Updated 4 years ago
- ☆147Updated 2 years ago
- Experiments for understanding disentanglement in VAE latent representations☆809Updated 2 years ago
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆149Updated 5 years ago
- Multimodal Mixture-of-Experts VAE☆198Updated last year
- Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)☆232Updated 6 years ago
- ☆68Updated 5 years ago
- An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》☆111Updated 3 years ago
- Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mand…☆105Updated 6 years ago
- Implementation of Real NVP in PyTorch☆230Updated 5 years ago