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)☆68Updated 2 years ago
- Phy-Q: A Testbed for Physical Reasoning☆44Updated last year
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆27Updated 4 years ago
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Updated 2 years ago
- ☆54Updated 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 PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Updated 2 years ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆34Updated 5 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Updated last year
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Updated last year
- ACRE: Abstract Causal REasoning Beyond Covariation☆19Updated 3 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Updated 2 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Updated 4 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆45Updated 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
- EfficientMORL (ICML'21)☆21Updated 3 years ago
- Solving reinforcement learning tasks which require language and vision☆33Updated 2 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Updated 5 years ago
- Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…☆9Updated 6 months ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 4 years ago
- ☆20Updated 2 years ago
- Latent World Models For Intrinsically Motivated Exploration | Official repository☆22Updated 4 years ago
- ☆13Updated 6 years ago
- Learning Perceptual Inference by Contrasting☆27Updated 3 years ago
- Official Code for Neural Systematic Binder☆33Updated 2 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- Clockwork Variational Autoencoder☆47Updated 4 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆110Updated 3 years ago