WellyZhang / PrAE
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
☆25Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for PrAE
- Learning Perceptual Inference by Contrasting☆27Updated 2 years ago
- ACRE: Abstract Causal REasoning Beyond Covariation☆18Updated 2 years ago
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning☆12Updated 2 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated 8 months ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Updated 2 years ago
- ☆15Updated last year
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆26Updated 3 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 4 years ago
- This repo contains the pytorch implementation for Dynamic Concept Learner (accepted by ICLR 2021).☆37Updated 4 months ago
- Stratified Rule-Aware Network for Abstract Visual Reasoning, AAAI 2021☆30Updated 2 years ago
- ☆23Updated 2 months ago
- PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019☆48Updated 4 years ago
- ☆37Updated 2 years ago
- Differentiable First-Order Logic Reasoning for Visual Question Answering☆39Updated 3 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆43Updated last year
- CRIPP-VQA Benchmark -- EMNLP, 2022☆9Updated last year
- [NeurIPS 2021] Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language☆45Updated last year
- A Benchmark for Efficient and Compositional Visual Reasoning☆18Updated last year
- ☆32Updated 3 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆65Updated last year
- Code used to run experiments for the ICLR 2023 paper "Computational Language Acquisition with Theory of Mind".☆14Updated last year
- OpenLock Environment for OpenAI Gym☆19Updated 3 years ago
- A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind☆38Updated last year
- Neural-Grammar-Symbolic Learning with Back-Search☆53Updated 3 months ago
- ☆39Updated 9 months ago
- Neural Logic Inductive Learning☆41Updated 2 years ago
- ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more com…☆29Updated last year
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆34Updated last year
- Official Code for Neural Systematic Binder☆29Updated last year
- RAVEN: A Dataset for Relational and Analogical Visual rEasoNing☆155Updated 3 years ago