Implementation of Slot Attention from GoogleAI
☆480Aug 20, 2024Updated last year
Alternatives and similar repositories for slot-attention
Users that are interested in slot-attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"☆108Oct 5, 2023Updated 2 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
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆66Jan 25, 2025Updated last year
- ☆98Jan 8, 2023Updated 3 years ago
- ☆181Feb 3, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 3 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆284Mar 3, 2026Updated 3 weeks ago
- ☆90Aug 13, 2025Updated 7 months ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆71Apr 30, 2023Updated 2 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Dec 8, 2022Updated 3 years ago
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Sep 3, 2022Updated 3 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Apr 13, 2022Updated 3 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Dec 3, 2022Updated 3 years ago
- Contrastive Learning of Structured World Models☆396Jun 3, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Oct 3, 2023Updated 2 years ago
- SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition (ICCV 2021)☆98Dec 8, 2022Updated 3 years ago
- ☆35Jun 22, 2021Updated 4 years ago
- Repository for our paper "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"☆34Feb 12, 2025Updated last year
- Repository accompanying the paper: Self-supervised Video Object Segmentation by Motion Grouping. C. Yang, H. Lamdouar, E. Lu, A. Zisserma…☆248Feb 10, 2023Updated 3 years ago
- [ICLR 2023 - UNOFFICIAL] Bridging the Gap to Real-World Object-Centric Learning☆23May 10, 2024Updated last year
- Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns☆17Nov 15, 2022Updated 3 years ago
- Official code for Slot-Transformer for Videos (STEVE)☆51Jan 9, 2023Updated 3 years ago
- Repository for "Space-Time Correspondence as a Contrastive Random Walk" (NeurIPS 2020)☆278Dec 11, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Compositional Object Light Fields code☆27Oct 9, 2022Updated 3 years ago
- ☆12Apr 3, 2024Updated last year
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆120Sep 20, 2023Updated 2 years ago
- ☆42Jan 22, 2024Updated 2 years ago
- Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"☆72Mar 9, 2024Updated 2 years ago
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆95Mar 19, 2026Updated last week
- Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al…☆24Oct 16, 2023Updated 2 years ago
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆73Jun 11, 2024Updated last year
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Dec 24, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51May 30, 2023Updated 2 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Jan 1, 2021Updated 5 years ago
- Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)☆113May 29, 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
- ☆20Apr 3, 2023Updated 2 years ago
- [NeurIPS 2019] Deep Set Prediction Networks☆101Sep 18, 2020Updated 5 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Nov 22, 2022Updated 3 years ago