JindongJiang / GNMLinks
Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"
☆35Updated last year
Alternatives and similar repositories for GNM
Users that are interested in GNM are comparing it to the libraries listed below
Sorting:
- Library for the training and evaluation of object-centric models (ICML 2022)☆70Updated 2 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆28Updated 4 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Updated 2 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Updated 2 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Updated 4 years ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆34Updated 5 years ago
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Updated 2 years ago
- Phy-Q: A Testbed for Physical Reasoning☆45Updated last year
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆46Updated 2 years ago
- EfficientMORL (ICML'21)☆22Updated 3 years ago
- ☆54Updated 3 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆14Updated 3 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Updated last year
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Updated 4 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆50Updated 4 years ago
- 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 …☆86Updated 2 years ago
- Implementation of Bidirectional Recurrent Independent Mechanisms (Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural …☆28Updated 4 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆57Updated 4 years ago
- ACRE: Abstract Causal REasoning Beyond Covariation☆19Updated 3 years ago
- Clockwork Variational Autoencoder☆48Updated 4 years ago
- Attend Infer Repeat (AIR) in PyTorch☆21Updated last year
- Implementation of Sum-Product Attend-Infer-Repeat☆31Updated 5 years ago
- [NeurIPS 2020] Better Set Representations For Relational Reasoning (https://arxiv.org/abs/2003.04448)☆31Updated 4 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated 2 years ago
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆62Updated 3 years ago
- PyTorch Package For Quasimetric Learning☆43Updated 11 months ago
- Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human int…☆54Updated 3 years ago