Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"
☆49Dec 24, 2023Updated 2 years ago
Alternatives and similar repositories for SCALOR
Users that are interested in SCALOR 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 PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Dec 8, 2022Updated 3 years ago
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Mar 24, 2023Updated 2 years ago
- ☆22Sep 22, 2022Updated 3 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Sep 7, 2021Updated 4 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Apr 13, 2022Updated 3 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆36Mar 9, 2024Updated 2 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Oct 3, 2023Updated 2 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Jan 1, 2021Updated 5 years ago
- [CVPR 2020] A generative model with latent factors that are independent and localized.☆12Mar 27, 2025Updated 11 months ago
- Official PyTorch implementation of 'RELATE: Physically Plausible Multi-Object SceneSynthesis Using Structured Latent Spaces'.☆31Nov 6, 2020Updated 5 years ago
- Official code for Slot-Transformer for Videos (STEVE)☆51Jan 9, 2023Updated 3 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 3 years ago
- Code for Improved Condtional VRNNs for Video Prediction☆38Aug 12, 2021Updated 4 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆284Mar 3, 2026Updated 3 weeks ago
- ☆10Nov 17, 2022Updated 3 years ago
- From pixels to symbolic rule learning☆12Nov 12, 2021Updated 4 years ago
- A toolbox of compositional scene representation learning methods and benchmark datasets.☆12Mar 2, 2024Updated 2 years ago
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Sep 3, 2022Updated 3 years ago
- [NeurIPS 2020] Causal Discovery in Physical Systems from Videos☆82Mar 8, 2026Updated 2 weeks ago
- Contrastive Learning of Structured World Models☆396Jun 3, 2020Updated 5 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆71Apr 30, 2023Updated 2 years ago
- Progressive Growing of Points with Tree-structured Generators (BMVC 2021)☆11Nov 1, 2023Updated 2 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Dec 3, 2022Updated 3 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Nov 22, 2022Updated 3 years ago
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Sep 11, 2025Updated 6 months ago
- Transporter implementation in PyTorch☆20Jul 24, 2019Updated 6 years ago
- ☆41Jan 26, 2026Updated last month
- Object-Centric-Representation Library (OCRL): This repo is to explore OCR on various downstream tasks from supervised learning tasks to R…☆12Feb 23, 2024Updated 2 years ago
- Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)☆113May 29, 2022Updated 3 years ago
- Repo for our ICML21 paper, Unsupervised Learning of Visual 3D Keypoints for Control☆46Feb 17, 2025Updated last year
- https://nv-tlabs.github.io/semanticGAN/☆13Oct 23, 2023Updated 2 years ago
- [NeurIPS 2021] PyTorch Code for Accelerating Robotic Reinforcement Learning with Parameterized Action Primitives☆79Jul 11, 2022Updated 3 years ago
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Jun 7, 2024Updated last year
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆35Apr 28, 2020Updated 5 years ago
- Unsupervised learning of Object Landmarks through Conditional Image Generation☆49Feb 17, 2020Updated 6 years ago
- Code for RRL (https://sites.google.com/view/abstractions4rl)☆27Jan 21, 2022Updated 4 years ago
- This repository contains the source codes for the paper: "SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environm…☆16Oct 11, 2021Updated 4 years ago
- [TMLR 2024] Official PyTorch Implementation of Deep Dynamic Latent Particles☆16Feb 8, 2024Updated 2 years ago
- ☆26Jul 23, 2025Updated 8 months ago