jakezhaojb / ARAE
Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun
☆398Updated 4 years ago
Alternatives and similar repositories for ARAE:
Users that are interested in ARAE are comparing it to the libraries listed below
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆360Updated 8 years ago
- A tensorflow implementation of "Generating Sentences from a Continuous Space"☆227Updated 2 years ago
- Sequence-to-Sequence learning using PyTorch☆522Updated 5 years ago
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆394Updated 7 years ago
- Sparse and structured neural attention mechanisms☆222Updated 4 years ago
- Latent Alignment and Variational Attention☆327Updated 6 years ago
- Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-traini…☆250Updated 6 years ago
- Implementation of VLAE☆215Updated 7 years ago
- ☆153Updated 7 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆106Updated 7 years ago
- TensorFlow GAN implementation using Gumbel Softmax☆92Updated 7 years ago
- The source code for "An Actor Critic Algorithm for Structured Prediction"☆166Updated 7 years ago
- categorical variational autoencoder using the Gumbel-Softmax estimator☆430Updated 7 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆168Updated 6 years ago
- ☆395Updated 6 years ago
- Code to accompany the paper "Learning Graphical State Transitions"☆169Updated 7 years ago
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆240Updated 6 years ago
- Good Semi-Supervised Learning That Requires a Bad GAN☆180Updated 7 years ago
- Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch☆71Updated 3 years ago
- Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Re…☆310Updated 6 years ago
- Code of Directional Self-Attention Network (DiSAN)☆312Updated 6 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆430Updated 7 years ago
- This repository stores slides for a tutorial on variational inference for NLP audiences.☆297Updated 5 years ago
- Dynamic evaluation for pytorch language models, now includes hyperparameter tuning☆104Updated 7 years ago
- An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.☆245Updated 6 years ago
- Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).☆261Updated 6 years ago
- The implementation of key value memory networks in tensorflow☆248Updated 6 years ago
- Code for Structured Attention Networks https://arxiv.org/abs/1702.00887☆237Updated 7 years ago
- ☆149Updated 2 years ago
- SeqGAN implementation for generating text using an RNN.☆99Updated 7 years ago