Fen9 / WReNLinks
A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind
☆37Updated 2 years ago
Alternatives and similar repositories for WReN
Users that are interested in WReN are comparing it to the libraries listed below
Sorting:
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 5 years ago
- Measuring compositionality in representation learning☆73Updated 6 years ago
- Learning Perceptual Inference by Contrasting☆27Updated 3 years ago
- Learning with latent language☆51Updated 4 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆55Updated last year
- Systematic generalization test for CLEVR☆15Updated 5 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆53Updated 8 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 5 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Updated 3 years ago
- Grounded SCAN data set.☆70Updated 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…☆53Updated 3 years ago
- PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019☆47Updated 6 years ago
- Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]☆67Updated 2 years ago
- Code for "Recurrent Independent Mechanisms"☆120Updated 3 years ago
- CompILE: Compositional Imitation Learning and Execution (ICML 2019)☆112Updated 6 years ago
- Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillic…☆182Updated 6 years ago
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Updated 5 years ago
- Code for "A Meta Transfer Objective For Learning To Disentangle Causal Mechanisms"☆127Updated 6 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 6 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31Updated 5 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆129Updated 6 years ago
- An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)☆25Updated 3 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated 3 years ago
- Dataset and documentation for paper on explaining solutions to physical reasoning tasks (ESPRIT))☆21Updated 7 months ago
- OpenLock Environment for OpenAI Gym☆19Updated 4 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆39Updated 4 years ago
- RAVEN: A Dataset for Relational and Analogical Visual rEasoNing☆183Updated 7 months ago
- Code for "Systematic Generalization: What Is Required and Can It Be Learned"☆37Updated 6 years ago