Implementation of Slot Attention from GoogleAI
☆487Jun 6, 2026Updated last week
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"☆110Oct 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 …☆89Jan 9, 2023Updated 3 years ago
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆76Jan 25, 2025Updated last year
- ☆98Jan 8, 2023Updated 3 years ago
- ☆183Feb 3, 2023Updated 3 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.
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 4 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆289Mar 3, 2026Updated 3 months ago
- ☆95Aug 13, 2025Updated 10 months ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆72Apr 30, 2023Updated 3 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆36Dec 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 4 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Dec 3, 2022Updated 3 years ago
- Contrastive Learning of Structured World Models☆398Jun 3, 2020Updated 6 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.
- 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"☆40Feb 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☆28May 10, 2024Updated 2 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)☆280Dec 11, 2021Updated 4 years ago
- Compositional Object Light Fields code☆27Oct 9, 2022Updated 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. Zero configuration with optimized deployments.
- ☆12Apr 3, 2024Updated 2 years ago
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆122Sep 20, 2023Updated 2 years ago
- ☆42Jan 22, 2024Updated 2 years ago
- ` google-research / slot-attention-video ` but in pytorch.☆19Aug 10, 2022Updated 3 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☆97Mar 19, 2026Updated 2 months 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
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆77Jun 11, 2024Updated 2 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Dec 24, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning☆651Aug 30, 2021Updated 4 years ago
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51May 30, 2023Updated 3 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 4 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 3 years ago
- [NeurIPS 2019] Deep Set Prediction Networks☆101Sep 18, 2020Updated 5 years ago