Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"
☆37Mar 9, 2024Updated 2 years ago
Alternatives and similar repositories for GNM
Users that are interested in GNM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Dec 24, 2023Updated 2 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆28Jul 8, 2021Updated 4 years ago
- From pixels to symbolic rule learning☆12Nov 12, 2021Updated 4 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Oct 7, 2022Updated 3 years ago
- ☆10May 24, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Pytorch implementation of SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆20Jan 27, 2018Updated 8 years ago
- Pytorch implementation of SCAN: Learning Hierarchical Compositional Visual Concepts, Higgins et al., ICLR 2018☆11Oct 10, 2018Updated 7 years ago
- ☆19Apr 29, 2022Updated 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 …☆89Jan 9, 2023Updated 3 years ago
- [NeurIPS 2020] Better Set Representations For Relational Reasoning (https://arxiv.org/abs/2003.04448)☆31Jan 31, 2021Updated 5 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆36Dec 8, 2022Updated 3 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Jan 1, 2021Updated 5 years ago
- Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution☆27Mar 18, 2021Updated 5 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Oct 3, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆42Jan 22, 2024Updated 2 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Apr 13, 2022Updated 4 years ago
- PyTorch Implementation of the paper "Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architec…☆10Sep 18, 2025Updated 8 months ago
- Stratified Rule-Aware Network for Abstract Visual Reasoning, AAAI 2021☆38Aug 18, 2022Updated 3 years ago
- Recursive Visual Programming (ECCV 2024)☆18Nov 20, 2024Updated last year
- [CVPR 2020] A generative model with latent factors that are independent and localized.☆12Mar 27, 2025Updated last year
- LEAP is a novel tool for discovering latent temporal causal relations.☆17Oct 18, 2021Updated 4 years ago
- [TPAMI] "Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search"…☆18Jan 4, 2023Updated 3 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆21May 28, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆22Aug 4, 2022Updated 3 years ago
- A neurosymbolic T5 agent for playing text games, from the EACL 2023 paper "Behavior Cloned Transformers are Neurosymbolic Reasoners"☆20Feb 25, 2023Updated 3 years ago
- Repository for Nature Communications paper entitled "Sleep-like Unsupervised Replay Reduces Catastrophic Forgetting in Artificial Neural …☆15Oct 28, 2022Updated 3 years ago
- PyTorch implementation for the Neural Logic Machines (NLM).☆12May 7, 2019Updated 7 years ago
- The Neuro-Symbolic Forward Reasoner☆29Jun 19, 2023Updated 2 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Dec 3, 2022Updated 3 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆288Mar 3, 2026Updated 2 months ago
- Original implementation of the AST model described in the paper "Unsupervised Multi-object Segmentation Using Attention and Soft-argmax"☆15Jun 19, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Demo for Neuro-Symbolic Agent (LOA)☆17Sep 27, 2022Updated 3 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 4 years ago
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Jul 5, 2024Updated last year
- 💊 Qualitative and quantitative optimization in answer set programming☆21May 23, 2024Updated 2 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆24Jan 27, 2025Updated last year
- An MDL-based approach to the Abstraction and Reasoning Corpus (ARC) challenge☆24Aug 9, 2025Updated 9 months ago
- ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more com…☆33May 8, 2023Updated 3 years ago