Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.
☆73Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for Relational-NEM
Users that are interested in Relational-NEM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the "Neural Expectation Maximization" paper.☆126Nov 22, 2022Updated 3 years ago
- A Compositional Object-Based Approach to Learning Physical Dynamics☆174Mar 7, 2017Updated 9 years ago
- ☆42Jan 22, 2024Updated 2 years ago
- Official PyTorch implementation of 'RELATE: Physically Plausible Multi-Object SceneSynthesis Using Structured Latent Spaces'.☆31Nov 6, 2020Updated 5 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Dec 8, 2022Updated 3 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.
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Dec 24, 2023Updated 2 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32May 9, 2020Updated 5 years ago
- Implementation of Sequential Attend, Infer, Repeat (SQAIR)☆96Apr 9, 2019Updated 7 years ago
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Mar 24, 2023Updated 3 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Apr 13, 2022Updated 4 years ago
- Implementation of iterative inference in deep latent variable models☆44Aug 21, 2019Updated 6 years ago
- Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018☆133Apr 22, 2021Updated 5 years ago
- Original implementation of Spatially Invariant Attend, Infer, Repeat (SPAIR) in TensorFlow.☆51Jun 18, 2020Updated 5 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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.☆285Mar 3, 2026Updated 2 months ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Jan 1, 2021Updated 5 years ago
- ☆121Feb 21, 2019Updated 7 years ago
- BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling☆29Nov 6, 2019Updated 6 years ago
- Code for the "Binding via Reconstruction Clustering" paper☆21Jan 19, 2016Updated 10 years ago
- Neural relational inference for interacting systems - pytorch☆771Nov 19, 2019Updated 6 years ago
- Decoupled Neural Interfaces Using Synthetic Gradients - under develeopment☆11Jun 27, 2025Updated 10 months ago
- Variational Reinforcement Learning☆17Jul 25, 2024Updated last year
- 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.
- This is the dataset generation code for ADEPT (Approximate Derenderer, Extended Physics, and Tracking). http://physadept.csail.mit.edu/☆15Sep 26, 2022Updated 3 years ago
- ☆25Sep 2, 2022Updated 3 years ago
- Code for "Recurrent Independent Mechanisms"☆121Mar 24, 2022Updated 4 years ago
- This's an implementation of deepmind Visual Interaction Networks paper using pytorch☆165Feb 2, 2018Updated 8 years ago
- Topology of Learning in Artificial Neural Networks☆15May 22, 2019Updated 6 years ago
- Team GuYuShiJie~'s 15th (top 2%) solution of cervix type classification in Kaggle 2017 competition, using PyTorch.☆19Jun 26, 2017Updated 8 years ago
- EfficientMORL (ICML'21)☆22Nov 3, 2021Updated 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 …☆88Jan 9, 2023Updated 3 years ago
- ☆188Apr 5, 2023Updated 3 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.
- Unsupervised Discovery of Object Radiance Fields☆175Jan 13, 2023Updated 3 years ago
- Code for Improved Condtional VRNNs for Video Prediction☆39Aug 12, 2021Updated 4 years ago
- Contrastive Learning of Structured World Models☆397Jun 3, 2020Updated 5 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 3 years ago
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆60Sep 21, 2022Updated 3 years ago
- Torch implementation reproducing MNIST experiments from DeepMind's DNI paper.☆44Mar 4, 2017Updated 9 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Oct 3, 2023Updated 2 years ago