akanazawa / vgan
Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
☆141Updated last year
Related projects ⓘ
Alternatives and complementary repositories for vgan
- Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVER…☆153Updated 5 years ago
- ☆85Updated 5 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Updated last year
- PyTorch implementation of the NIPS 2017 paper - Unsupervised Learning of Disentangled Representations from Video☆47Updated 4 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated last year
- Temporal Difference Variational Auto-Encoder (TD-VAE) (Implementation in PyTorch)☆154Updated last year
- Pytorch Implementation of OpenAI's GLOW☆92Updated 3 years ago
- ☆61Updated 6 years ago
- ☆73Updated 6 months ago
- Code for unsupervised learning of object landmarks as proposed in "Unsupervised Learning of Object Landmarks through Conditional Image Ge…☆149Updated 5 years ago
- TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).☆43Updated 7 years ago
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆147Updated 5 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆58Updated 2 years ago
- This repository contains the code for the paper: Disentangling Factors of Variation with Cycle-Consistent Variational Auto-encoders (htt…☆72Updated 6 years ago
- Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)☆112Updated 2 years ago
- ☆124Updated 6 years ago
- DRAW: A Recurrent Neural Network For Image Generation☆65Updated 5 years ago
- Model-Based Generative Adversarial Imitation Learning☆88Updated 3 years ago
- Implementation of Diversity-Sensitive Conditional Generative Adversarial Networks (ICLR 2019)☆98Updated 3 years ago
- ☆43Updated 5 months ago
- third person imitation learning. Archival only.☆77Updated 5 years ago
- Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018☆134Updated 3 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 5 years ago
- Implementation of Sequential Attend, Infer, Repeat (SQAIR)☆97Updated 5 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆101Updated last year
- A PyTorch implementation of the VQ-VAE-2 paper☆76Updated 5 years ago
- Learning Spatial Common Sense with Geometry-Aware Recurrent Networks☆55Updated 4 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆65Updated 5 years ago
- EfficientMORL (ICML'21)☆22Updated 3 years ago