google-deepmind / dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
☆480Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for dsprites-dataset
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆461Updated 5 years ago
- PyTorch implementations of algorithms for density estimation☆576Updated 3 years ago
- Replicating "Understanding disentangling in β-VAE"☆195Updated 6 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆887Updated 5 months ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆341Updated 2 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,384Updated 3 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Updated 6 years ago
- Pytorch implementation of β-VAE☆522Updated 3 years ago
- Disentanglement library for PyTorch☆273Updated 2 years ago
- Experiments for understanding disentanglement in VAE latent representations☆795Updated last year
- Code for Implicit Generation and Generalization with Energy Based Models☆345Updated last year
- Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch☆359Updated 5 years ago
- MADE (Masked Autoencoder Density Estimation) implementation in PyTorch☆539Updated 5 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆223Updated 6 years ago
- Pytorch Implementation of OpenAI's PixelCNN++☆344Updated 3 years ago
- Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"☆518Updated 5 years ago
- A PyTorch library for two-sample tests☆237Updated last year
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆262Updated 6 years ago
- i-RevNet Pytorch Code☆389Updated 3 years ago
- This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of …☆134Updated 7 months ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆417Updated 2 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆376Updated 2 years ago
- ☆230Updated 5 years ago
- Implementation of Real NVP in PyTorch☆224Updated 5 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆351Updated 4 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆706Updated 4 years ago
- A curated list of research papers related to learning disentangled representations☆463Updated 5 years ago
- ☆73Updated 6 months ago
- code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".☆628Updated 4 years ago
- Real NVP PyTorch a Minimal Working Example | Normalizing Flow☆136Updated 4 years ago