zhixuan-lin / SPACE
Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
☆102Updated last year
Alternatives and similar repositories for SPACE:
Users that are interested in SPACE are comparing it to the libraries listed below
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated 2 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆58Updated 2 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆35Updated 2 years ago
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆58Updated 2 years ago
- EfficientMORL (ICML'21)☆22Updated 3 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Updated 3 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆48Updated last year
- Library for the training and evaluation of object-centric models (ICML 2022)☆65Updated last year
- Official PyTorch implementation of GENESIS and GENESIS-V2☆111Updated 2 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 4 years ago
- Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)☆112Updated 2 years ago
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Updated last year
- This is the official source code for SLATE. We provide the code for the model, the training code, and a dataset loader for the 3D Shapes …☆84Updated 2 years ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆33Updated 4 years ago
- Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Inf…☆141Updated 2 years ago
- Unsupervised learning of Object Landmarks through Conditional Image Generation☆47Updated 4 years ago
- Clockwork Variational Autoencoder☆45Updated 3 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆56Updated 4 years ago
- ☆75Updated 8 months ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆260Updated 3 years ago
- Implementation of IODINE model☆10Updated 5 years ago
- ☆66Updated 3 years ago
- Learning Spatial Common Sense with Geometry-Aware Recurrent Networks☆55Updated 5 years ago
- ☆40Updated 11 months ago
- Neural Networks that convert input movies into Physical Scene Graphs (PSGs)☆62Updated 3 years ago
- Transporter implementation in PyTorch☆20Updated 5 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 5 years ago
- [ICLR 2019] ]Unsupervised Discovery of Parts, Structure, and Dynamics☆46Updated 2 years ago