Fen9 / WReNLinks
A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind
☆38Updated 2 years ago
Alternatives and similar repositories for WReN
Users that are interested in WReN are comparing it to the libraries listed below
Sorting:
- Measuring compositionality in representation learning☆73Updated 6 years ago
- Learning Perceptual Inference by Contrasting☆27Updated 3 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 5 years ago
- Learning with latent language☆51Updated 4 years ago
- Code for "Recurrent Independent Mechanisms"☆118Updated 3 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆54Updated last year
- PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019☆49Updated 5 years ago
- Systematic generalization test for CLEVR☆15Updated 5 years ago
- Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillic…☆180Updated 6 years ago
- Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]☆66Updated 2 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human int…☆52Updated 3 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Updated 2 years ago
- RAVEN: A Dataset for Relational and Analogical Visual rEasoNing☆176Updated 3 months ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆88Updated 2 years ago
- SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆54Updated 7 years ago
- This is a PyTorch implement of ''Abstract Reasoning with Distracting Features'' that appears in the NeurIPS 2019.☆26Updated 2 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 6 years ago
- Neural-symbolic visual question answering☆269Updated 2 years ago
- Dataset and documentation for paper on explaining solutions to physical reasoning tasks (ESPRIT))☆21Updated 3 months ago
- Framework of DataLog Neural Program Synthesis☆26Updated 6 years ago
- This framework provides out-of-the-box implementations of Referential Games variants in order to study the emergence of artificial langua…☆22Updated 3 months ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 5 years ago
- Semantic Loss code☆59Updated 6 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31Updated 5 years ago
- Implementation of iterative inference in deep latent variable models☆43Updated 5 years ago
- Solving reinforcement learning tasks which require language and vision☆33Updated 2 years ago
- Neural Scene De-rendering☆64Updated 7 years ago