SUTDBrainLab / MGP-VAE
☆37Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for MGP-VAE
- Official implementation of the paper Stochastic Latent Residual Video Prediction☆77Updated 2 years ago
- ☆42Updated 3 years ago
- [ICML 2020] InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs☆41Updated 4 years ago
- Official implementation of the paper *PDE-Driven Spatiotemporal Disentanglement*☆29Updated 3 years ago
- ☆27Updated 3 years ago
- Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018☆134Updated 3 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆86Updated 5 years ago
- PyTorch implementation of PixelCNN from "Pixel Recurrent Neural Networks"☆38Updated 3 years ago
- Moving MNIST as PyTorch Dataset☆95Updated 4 years ago
- Quantitative evaluation of disentangled representations☆61Updated 6 years ago
- Official implementation of "On GANs and GMMs"☆65Updated 5 years ago
- Code for synthetic experiments of paper "Improving Generalization and Stability of GANs"☆41Updated 5 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
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆26Updated 6 years ago
- Based on Chealsea Finn's et al "Unsupervised Learning for Physical Interaction through Video Prediction"☆29Updated 4 years ago
- Improving MMD-GAN training with repulsive loss function☆89Updated last year
- The PyTorch implementation of Latent Video Transformer.☆96Updated 6 months ago
- An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》☆110Updated 3 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆181Updated 2 years ago
- Pytorch Implementation of "Neural Discrete Representation Learning"☆83Updated 6 years ago
- (CVPR 2020) Guided-VAE: Guided Variational Autoencoder for Disentanglement Learning☆26Updated 3 years ago
- VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.☆77Updated 4 years ago
- A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"☆72Updated 4 years ago
- Train a Mixture of Factor Analyzers (MFA) / Mixture of Probabilistic PCA (MPPCA) - low-rank-plus-diagonal GMMs using pytorch☆40Updated 2 years ago
- ☆89Updated 5 years ago
- ☆187Updated last year
- Code for Improved Condtional VRNNs for Video Prediction☆37Updated 3 years ago
- PyTorch Implementation of Neural Statistician☆59Updated 2 years ago
- Implementation of the Convolutional Conditional Neural Process☆121Updated 3 years ago
- Compositional Video Prediction (ICCV19)☆62Updated 4 years ago