MichaelKevinKelly / IODINELinks
Implementation of IODINE model
☆10Updated 6 years ago
Alternatives and similar repositories for IODINE
Users that are interested in IODINE are comparing it to the libraries listed below
Sorting:
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated 3 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- ☆79Updated 7 months ago
- Code for Improved Condtional VRNNs for Video Prediction☆38Updated 4 years ago
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Updated 3 years ago
- [CVPR 2020] A generative model with latent factors that are independent and localized.☆12Updated 8 months ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Updated 2 years ago
- EfficientMORL (ICML'21)☆22Updated 4 years ago
- ☆187Updated 2 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆85Updated 3 years ago
- Implementation of iterative inference in deep latent variable models☆43Updated 6 years ago
- Code for "Recurrent Independent Mechanisms"☆120Updated 3 years ago
- [NeurIPS 2019] Deep Set Prediction Networks☆101Updated 5 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 6 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Updated 3 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆276Updated 3 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Updated 4 years ago
- Quantitative evaluation of disentangled representations☆63Updated 7 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆22Updated 3 years ago
- ☆26Updated 6 years ago
- Experiments for the Neural Autoregressive Flows paper☆125Updated 4 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Updated 3 years ago
- This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of …☆152Updated last year
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆67Updated 6 years ago
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆154Updated 6 years ago
- ☆181Updated 6 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆72Updated 2 years ago
- TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).☆42Updated 8 years ago