Variational Auto-Encoders in a Sequential Setting.
☆177Mar 23, 2018Updated 7 years ago
Alternatives and similar repositories for vae-seq
Users that are interested in vae-seq are comparing it to the libraries listed below
Sorting:
- Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"☆39Jan 6, 2017Updated 9 years ago
- Keras implementation of LSTM Variational Autoencoder☆228Oct 21, 2019Updated 6 years ago
- music generation with a classifying variational autoencoder (VAE) and LSTM☆28Mar 27, 2019Updated 6 years ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆357Mar 15, 2017Updated 9 years ago
- Lstm variational auto-encoder for time series anomaly detection and features extraction☆339Jun 24, 2020Updated 5 years ago
- Z Forcing: Training Stochastic RNN's, NIPS'17☆33Nov 10, 2017Updated 8 years ago
- A Recurrent Latent Variable Model for Sequential Data☆28May 8, 2018Updated 7 years ago
- Lagrangian VAE☆28Jul 27, 2018Updated 7 years ago
- Implementation of different Normalizing Flows, NF, Planar Flows, IAF, etc.☆30May 3, 2018Updated 7 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆63Apr 1, 2020Updated 5 years ago
- Variational Recurrent Autoencoder for timeseries clustering in pytorch☆491Jul 6, 2023Updated 2 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆593May 30, 2025Updated 9 months ago
- Unsupervised Deep Learning for Temporal Multi-Omics☆25Mar 12, 2019Updated 7 years ago
- ☆12Nov 5, 2019Updated 6 years ago
- Official repository of "A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning" published in NeurIPS'20…☆10Feb 7, 2025Updated last year
- MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations☆34Oct 15, 2025Updated 5 months ago
- Temporal Difference Variational Auto-Encoder (TD-VAE) (Implementation in PyTorch)☆166Feb 20, 2023Updated 3 years ago
- TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"☆54Sep 16, 2019Updated 6 years ago
- ☆20May 12, 2022Updated 3 years ago
- code for steinGAN - Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning☆27Apr 3, 2019Updated 6 years ago
- PyTorch implementation of "Variational Autoencoders with Jointly Optimized Latent Dependency Structure" [ICLR 2019]☆13Jul 14, 2019Updated 6 years ago
- Official repository for our paper on "Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models"☆13Dec 4, 2023Updated 2 years ago
- Structured Inference Networks for Nonlinear State Space Models☆276Aug 29, 2017Updated 8 years ago
- Code for "Unsupervised Visuomotor Control through Distributional Planning Networks"☆10Jun 27, 2019Updated 6 years ago
- Official implementation of the models proposed in paper "Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss"☆19Jun 5, 2019Updated 6 years ago
- Implementation for What it Thinks is Important is Important: Robustness Transfers through Input Gradients (CVPR 2020 Oral)☆16Mar 24, 2023Updated 2 years ago
- Implementation of auxiliary deep generative models for semi-supervised learning☆28Dec 16, 2015Updated 10 years ago
- Recurrent (conditional) generative adversarial networks for generating real-valued time series data.☆656Oct 7, 2018Updated 7 years ago
- ☆17May 30, 2018Updated 7 years ago
- A Tensorfflow implementation of Attend, Infer, Repeat☆80Dec 9, 2018Updated 7 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,421May 16, 2021Updated 4 years ago
- Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern R…☆50Oct 1, 2020Updated 5 years ago
- Efficient Learning Interpretable Shapelets for Accurate Time Series Classification, ICDE 2018☆14Feb 23, 2018Updated 8 years ago
- ☆11Sep 1, 2018Updated 7 years ago
- ☆239May 15, 2019Updated 6 years ago
- Pytorch implementation of the Variational Recurrent Neural Network (VRNN).☆291Dec 13, 2021Updated 4 years ago
- ZForcing Repo☆40Nov 10, 2017Updated 8 years ago
- ☆13Oct 25, 2019Updated 6 years ago
- ☆15Jul 25, 2023Updated 2 years ago