vlievin / ovisLinks
Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"
☆10Updated 2 years ago
Alternatives and similar repositories for ovis
Users that are interested in ovis are comparing it to the libraries listed below
Sorting:
- A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.☆23Updated 5 years ago
- Code for the Thermodynamic Variational Objective☆26Updated 3 years ago
- Very deep VAEs in JAX/Flax☆46Updated 4 years ago
- Pytorch implementation of the Power Spherical distribution☆74Updated last year
- Code accompanying VarGrad: A Low-Variance Gradient Estimator for Variational Inference☆12Updated 4 years ago
- ☆50Updated 4 years ago
- Jupyter Notebook corresponding to 'Going with the Flow: An Introduction to Normalizing Flows'☆27Updated 4 years ago
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆17Updated 3 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆68Updated 4 years ago
- ICML 2020 Paper: Latent Variable Modelling with Hyperbolic Normalizing Flows☆54Updated 2 years ago
- Pytorch implementation of Localised Generative Flows☆11Updated 5 years ago
- ☆54Updated last year
- Reweighted Expectation Maximization☆29Updated 6 years ago
- ☆30Updated 3 years ago
- Autoregressive Energy Machines☆78Updated 2 years ago
- ☆18Updated 3 years ago
- Large-batch Training, Neural Network Optimization☆9Updated 5 years ago
- ☆41Updated 4 years ago
- Python implementation of projection losses.☆27Updated 5 years ago
- Pytorch implementation of VAEs for heterogeneous likelihoods.☆42Updated 2 years ago
- Variational Autoencoders & Normalizing Flows Project☆18Updated 8 years ago
- Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited☆37Updated 2 years ago
- Variational Walkback, NIPS'17☆28Updated 7 years ago
- ☆29Updated 3 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆14Updated 6 years ago
- BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling☆29Updated 5 years ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆25Updated 4 years ago
- Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)☆44Updated 7 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆63Updated 5 years ago
- Efficient Householder Transformation in PyTorch☆66Updated 4 years ago