HuajieShao / ControlVAE-ICML2020
This repo is for our paper "ControlVAE: Controllable Variational Autoencoder" published at ICML 2020. It can be used for text generation, image generation
☆92Updated last year
Alternatives and similar repositories for ControlVAE-ICML2020:
Users that are interested in ControlVAE-ICML2020 are comparing it to the libraries listed below
- ☆39Updated 2 years ago
- A curated list of techniques to avoid posterior collapse☆86Updated last year
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆46Updated 4 years ago
- PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution☆204Updated 6 years ago
- ☆67Updated last year
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆330Updated 4 years ago
- Pytorch Implementation of "Neural Discrete Representation Learning"☆86Updated 6 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- ☆68Updated 5 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆346Updated 2 years ago
- [ICLR'21] Counterfactual Generative Networks☆107Updated 3 years ago
- Code for paper "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"☆84Updated 3 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆116Updated 6 years ago
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆265Updated 6 years ago
- ☆188Updated 2 years ago
- Multimodal Mixture-of-Experts VAE☆198Updated last year
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆83Updated 2 years ago
- An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》☆111Updated 3 years ago
- Disentanglement library for PyTorch☆277Updated 2 years ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆80Updated 4 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆68Updated 4 years ago
- Implementation of Real NVP in PyTorch☆226Updated 5 years ago
- A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)☆33Updated 4 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆49Updated 3 years ago
- implements optimal transport algorithms in pytorch☆92Updated 2 years ago
- PyTorch implementation of NICE☆33Updated 5 years ago
- [ICML 2020] Continuously Indexed Domain Adaptation☆118Updated 2 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆129Updated last year
- This repository summarizes techniques for KL divergence vanishing problem.☆29Updated 5 years ago
- ☆17Updated 5 years ago