Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)
☆47Apr 30, 2020Updated 6 years ago
Alternatives and similar repositories for VAEs
Users that are interested in VAEs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆354Oct 2, 2020Updated 5 years ago
- This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures☆209Jul 1, 2020Updated 5 years ago
- ☆13Jun 21, 2021Updated 4 years ago
- Unsupervised clustering with (Gaussian mixture) VAEs☆301Dec 25, 2016Updated 9 years ago
- Dissimilarity Matrix and Sounds from Timbre Space Representation of a Subtractive Synthesizer (Timbre, 2020)☆12Dec 17, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)☆39Jan 6, 2021Updated 5 years ago
- MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders☆23Apr 30, 2019Updated 7 years ago
- Tape Delay based on Roland RE-201 Space Echo and Echoplex Tape Echo - on JUCE☆14Dec 1, 2021Updated 4 years ago
- Implementation of the MMD VAE paper (InfoVAE: Information Maximizing Variational Autoencoders) in pytorch☆43Nov 18, 2020Updated 5 years ago
- A collection of metrics for evaluating timbre dissimilarity using the TorchMetrics API☆30Dec 30, 2021Updated 4 years ago
- A tensorflow implementation of TasNet (ICASSP 2018)☆16Nov 27, 2018Updated 7 years ago
- Reproducing code for Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Varia…☆29May 20, 2020Updated 5 years ago
- A PyTorch Implementation of the Importance Weighted Autoencoders☆39Dec 2, 2018Updated 7 years ago
- A genetic algorithm infrastructure for filter exploration (filter finder).☆15Dec 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Repository for 'Interpretable embeddings from molecular simulations using gaussian mixture variational autoencoders'☆20Jan 6, 2020Updated 6 years ago
- The reproduce of M2 model in "Semi-supervised Learning with Deep Generative Models" based on pytorch☆18May 27, 2019Updated 6 years ago
- Implementation of "Learning latent subspaces in variational autoencoders"☆20Dec 31, 2019Updated 6 years ago
- Beta-VAE implementations in both PyTorch and Tensorflow☆22Jul 26, 2018Updated 7 years ago
- [ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬☆30Mar 3, 2025Updated last year
- ICMC 2020 "Neural Granular Sound Synthesis"☆40Nov 3, 2021Updated 4 years ago
- Code of "A Geometric Perspective on Variational Autoencoders" (NeurIPS 2022)☆15Nov 19, 2024Updated last year
- Variational Autoencoders with Gaussian Mixture Latent Space☆36Jul 7, 2017Updated 8 years ago
- ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research☆41Aug 16, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch implementation of the Variational Recurrent Neural Network (VRNN).☆292Dec 13, 2021Updated 4 years ago
- Repository for the paper "Simple and Effective VAE Training with Calibrated Decoders"☆30Jul 16, 2021Updated 4 years ago
- Implementation of a Gaussian Mixture Variational Autoencoder (GMVAE).☆12Oct 7, 2020Updated 5 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆143Jun 27, 2023Updated 2 years ago
- ☆17May 28, 2018Updated 7 years ago
- Audio samples for the paper "TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids"☆49Jun 3, 2020Updated 5 years ago
- Real-time audio effects using single sample recurrent neural networks☆24Jul 14, 2020Updated 5 years ago
- Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks☆10Jul 11, 2023Updated 2 years ago
- Option Critic with subgoal discovery by spectral decomposition of the Successor Features Matrix or clustering in Successor features space…☆24Nov 29, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling☆29Nov 6, 2019Updated 6 years ago
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 6 years ago
- Utility command-line application for running audio through a plugin☆14Jan 8, 2020Updated 6 years ago
- Checkout the new version at the link!☆22Dec 11, 2020Updated 5 years ago
- A curated list of techniques to avoid posterior collapse☆91Jan 22, 2023Updated 3 years ago
- MPVAE: Multivariate Probit Variational AutoEncoder for Multi-Label Classification☆32Oct 7, 2024Updated last year
- Multichannel RF Reference Architecture (MRFRA) code, utilities, and documentation using USRP SDR☆14Aug 15, 2022Updated 3 years ago