☆239May 15, 2019Updated 6 years ago
Alternatives and similar repositories for TwoStageVAE
Users that are interested in TwoStageVAE are comparing it to the libraries listed below
Sorting:
- "Learning Discrete and Continuous Factors of Data via Alternating Disentanglement" accepted at ICML2019☆22Aug 22, 2019Updated 6 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Jan 18, 2019Updated 7 years ago
- Experiments for understanding disentanglement in VAE latent representations☆841Feb 2, 2023Updated 3 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,421May 16, 2021Updated 4 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆233May 6, 2018Updated 7 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆47Apr 30, 2020Updated 5 years ago
- Code for "Inference Suboptimality in Variational Autoencoders"☆14Mar 17, 2020Updated 6 years ago
- Implementation of iterative inference in deep latent variable models☆43Aug 21, 2019Updated 6 years ago
- Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"☆453Apr 28, 2023Updated 2 years ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆470Apr 2, 2019Updated 6 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆353Aug 31, 2022Updated 3 years ago
- Code for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations (AAAI 2019)☆18Jan 16, 2019Updated 7 years ago
- code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".☆664Sep 22, 2020Updated 5 years ago
- Pytorch implementation of β-VAE☆568Dec 29, 2020Updated 5 years ago
- PyTorch implementations of algorithms for density estimation☆586May 13, 2021Updated 4 years ago
- ☆125Feb 2, 2023Updated 3 years ago
- A PyTorch implementation of Conditional PixelCNNs☆27Jan 24, 2018Updated 8 years ago
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,092Dec 6, 2022Updated 3 years ago
- MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders☆23Apr 30, 2019Updated 6 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Dec 8, 2022Updated 3 years ago
- BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling☆29Nov 6, 2019Updated 6 years ago
- Pytorch implementation of Block Neural Autoregressive Flow☆183Aug 19, 2021Updated 4 years ago
- Vector Quantized VAEs - PyTorch Implementation☆949Jul 12, 2023Updated 2 years ago
- Code for "Variational Autoencoder with Learned Latent Structure"☆34Mar 5, 2021Updated 5 years ago
- Unsupervised clustering with (Gaussian mixture) VAEs☆301Dec 25, 2016Updated 9 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27May 13, 2019Updated 6 years ago
- Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"☆26Oct 30, 2019Updated 6 years ago
- Based on https://github.com/fatchord/WaveRNN☆24May 3, 2020Updated 5 years ago
- Gradient Estimation with Discrete Stein Operators (NeurIPS 2022)☆17Nov 14, 2023Updated 2 years ago
- ☆10Jun 12, 2021Updated 4 years ago
- Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"☆3,182Jul 23, 2024Updated last year
- Minimalist implementation of VQ-VAE in Pytorch☆559Jun 3, 2021Updated 4 years ago
- A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.☆843Jul 11, 2021Updated 4 years ago
- Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch☆1,797Feb 15, 2023Updated 3 years ago
- Dataset to assess the disentanglement properties of unsupervised learning methods☆531Jan 3, 2021Updated 5 years ago
- A curated list of techniques to avoid posterior collapse☆89Jan 22, 2023Updated 3 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Jul 12, 2019Updated 6 years ago
- [CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Va…☆198Jun 27, 2022Updated 3 years ago
- A tensorflow implementation of the WaveGlow: A Flow-based Generative Network for Speech Synthesis☆20Oct 23, 2019Updated 6 years ago