xqding / TD-VAE
Temporal Difference Variational Auto-Encoder (TD-VAE) (Implementation in PyTorch)
☆160Updated 2 years ago
Alternatives and similar repositories for TD-VAE
Users that are interested in TD-VAE are comparing it to the libraries listed below
Sorting:
- Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Inf…☆143Updated 2 years ago
- ☆188Updated 2 years ago
- Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mand…☆106Updated 6 years ago
- ☆86Updated 5 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆58Updated 2 years ago
- Code for "Recurrent Independent Mechanisms"☆118Updated 3 years ago
- ☆75Updated 3 weeks ago
- A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper☆98Updated 7 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Updated 2 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆102Updated last year
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆151Updated 5 years ago
- ☆77Updated 4 years ago
- Pytorch Implementation of "Neural Discrete Representation Learning"☆87Updated 7 years ago
- pytorch implementation of VAE-Gumble-Softmax☆63Updated 4 years ago
- Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018☆135Updated 4 years ago
- Variational Autoencoders with Gaussian Mixture Latent Space☆36Updated 7 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆65Updated 6 years ago
- Implementation of the MMD VAE paper (InfoVAE: Information Maximizing Variational Autoencoders) in pytorch☆42Updated 4 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 5 years ago
- Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVER…☆153Updated 6 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆86Updated 6 years ago
- ☆65Updated 4 years ago
- A PyTorch Implementation of the Importance Weighted Autoencoders☆40Updated 6 years ago
- An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU…☆72Updated 7 years ago
- Optimizing control variates for black-box gradient estimation☆163Updated 5 years ago
- ☆109Updated 7 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆88Updated 2 years ago
- Implementation of a convolutional Variational-Autoencoder model in pytorch.☆74Updated 6 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago