XiaoyuBIE1994 / DVAE
(FTML 2021) Official implementation of Dynamical VAEs
☆229Updated 2 years ago
Alternatives and similar repositories for DVAE
Users that are interested in DVAE are comparing it to the libraries listed below
Sorting:
- An implementation of SoftDTW for PyTorch.☆223Updated 5 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆339Updated 4 years ago
- Mixture density network implemented in PyTorch.☆144Updated 2 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Pytorch implementation of the Variational Recurrent Neural Network (VRNN).☆286Updated 3 years ago
- Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch☆681Updated last year
- A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"☆73Updated 5 years ago
- Implementation and tutorials of normalizing flows with the novel distributions module☆166Updated 4 years ago
- Contrastively Disentangled Sequential Variational Audoencoder☆46Updated 7 months ago
- Variational Autoencoder (VAE) with Normalizing Flows☆56Updated 7 months ago
- PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA☆144Updated 3 years ago
- Mixture Density Networks for PyTorch☆220Updated 3 months ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆81Updated 5 years ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆121Updated 2 years ago
- Multimodal Mixture-of-Experts VAE☆202Updated last year
- An implementation of soft-DTW divergences.☆134Updated 3 years ago
- [Neurips 2021]Diffusion Normalizing Flow (DiffFlow)☆118Updated last year
- A σ-VAE implementation in PyTorch☆97Updated 3 years ago
- Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)☆187Updated 2 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆117Updated 6 years ago
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆84Updated 3 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆279Updated last year
- ☆33Updated 4 years ago
- Mutual Information Neural Estimation in Pytorch☆324Updated 7 months ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆288Updated 4 years ago
- Implementation of a model to make VAE and GMM train from each other☆26Updated 3 years ago
- Normalizing flows in PyTorch☆380Updated last month
- Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)☆233Updated 6 years ago
- A library for making Transformer Variational Autoencoders. (Extends the Huggingface/transformers library.)☆138Updated 3 years ago
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆268Updated 6 years ago