pemami4911 / EfficientMORLLinks
EfficientMORL (ICML'21)
☆22Updated 3 years ago
Alternatives and similar repositories for EfficientMORL
Users that are interested in EfficientMORL are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆35Updated 2 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆58Updated 3 years ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆33Updated 5 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Updated 3 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆88Updated 2 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Updated last year
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Updated 2 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆68Updated 2 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 5 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆103Updated last year
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Updated 2 years ago
- Like Moving MNIST, but way more flexible☆24Updated 4 years ago
- Implementation of iterative inference in deep latent variable models☆43Updated 5 years ago
- Measuring compositionality in representation learning☆73Updated 6 years ago
- ☆27Updated 5 years ago
- Solving reinforcement learning tasks which require language and vision☆32Updated 2 years ago
- [ICLR 2019] ]Unsupervised Discovery of Parts, Structure, and Dynamics☆46Updated 2 years ago
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Updated 2 years ago
- TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).☆42Updated 7 years ago
- Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018☆41Updated 6 years ago
- S.M.Ali Eslam et.al. Attend, Infer, Repeat: Fast Scene Understanding with Generative Models ICML16☆15Updated 6 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Implementation of Sum-Product Attend-Infer-Repeat☆30Updated 5 years ago
- Neural Networks that convert input movies into Physical Scene Graphs (PSGs)☆63Updated 4 years ago
- Learning Spatial Common Sense with Geometry-Aware Recurrent Networks☆55Updated 5 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 4 years ago
- SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆54Updated 7 years ago
- Estimating Gradients for Discrete Random Variables by Sampling without Replacement☆40Updated 5 years ago
- ☆41Updated last year