Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"
☆109Oct 5, 2023Updated 2 years ago
Alternatives and similar repositories for slot-attention-pytorch
Users that are interested in slot-attention-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Slot Attention from GoogleAI☆487Updated this week
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆76Jan 25, 2025Updated last year
- ☆95Aug 13, 2025Updated 9 months ago
- ☆183Feb 3, 2023Updated 3 years ago
- [ICLR 2023 - UNOFFICIAL] Bridging the Gap to Real-World Object-Centric Learning☆28May 10, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆98Jan 8, 2023Updated 3 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
- ☆32Aug 31, 2021Updated 4 years ago
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆97Mar 19, 2026Updated 2 months ago
- Repository for our paper "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"☆40Feb 12, 2025Updated last year
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Sep 3, 2022Updated 3 years ago
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆122Sep 20, 2023Updated 2 years ago
- ☆23Aug 26, 2023Updated 2 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆72Apr 30, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official code for the paper "Compositional Generalization from First Principles" (NeurIPS 2023)☆15Jul 25, 2023Updated 2 years ago
- Pose-Based View Synthesis for Vehicles: A Perspective Aware Method☆12Nov 22, 2022Updated 3 years ago
- ☆31Jul 23, 2025Updated 10 months ago
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51May 30, 2023Updated 3 years ago
- [CVPR 2024] Guided Slot Attention for Unsupervised Video Object Segmentation☆64Dec 23, 2024Updated last year
- (CVPR 2025) A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning☆24Mar 11, 2025Updated last year
- PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)☆12Oct 3, 2023Updated 2 years ago
- ☆43Jul 31, 2023Updated 2 years 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code release for the paper "Calibrating Energy-based Generative Adversarial Networks"☆24Oct 31, 2017Updated 8 years ago
- ☆13Nov 1, 2023Updated 2 years ago
- Official Code for Neural Systematic Binder☆34Mar 27, 2023Updated 3 years ago
- Code Release of "3D Concept Grounding on Neural Fields (NeurIPS2022)"☆15Feb 13, 2023Updated 3 years ago
- Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al…☆25Oct 16, 2023Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Compose Visual Relations☆101Apr 14, 2023Updated 3 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆13Oct 12, 2020Updated 5 years ago
- Neural Networks that convert input movies into Physical Scene Graphs (PSGs)☆63Feb 26, 2021Updated 5 years ago
- ☆11Jun 20, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official code release for the ObSuRF model☆34Jan 19, 2023Updated 3 years ago
- ☆26Mar 1, 2023Updated 3 years ago
- A Python tool for automatic constructing and downloading paper list☆16Oct 16, 2019Updated 6 years ago
- ☆20Apr 3, 2023Updated 3 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆17Apr 8, 2024Updated 2 years ago
- From pixels to symbolic rule learning☆12Nov 12, 2021Updated 4 years ago
- Unsupervised Part Discovery from Contrastive Reconstruction (NeurIPS 2021)☆67Dec 6, 2023Updated 2 years ago