☆92Aug 13, 2025Updated 8 months ago
Alternatives and similar repositories for object-centric-learning-framework
Users that are interested in object-centric-learning-framework are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆74Jun 11, 2024Updated last year
- Repository for our paper "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"☆38Feb 12, 2025Updated last year
- 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
- [ICLR 2023 - UNOFFICIAL] Bridging the Gap to Real-World Object-Centric Learning☆26May 10, 2024Updated last year
- Official code for Slot-Transformer for Videos (STEVE)☆51Jan 9, 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.
- Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"☆109Oct 5, 2023Updated 2 years ago
- ☆26Mar 1, 2023Updated 3 years ago
- Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"☆72Mar 9, 2024Updated 2 years ago
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆69Jan 25, 2025Updated last year
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆95Mar 19, 2026Updated last month
- Code for the paper "Unlocking Slot Attention by Changing Optimal Transport Costs"☆13Sep 19, 2023Updated 2 years ago
- ☆181Feb 3, 2023Updated 3 years ago
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51May 30, 2023Updated 2 years ago
- Official Code for Neural Systematic Binder☆34Mar 27, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆120Sep 20, 2023Updated 2 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆71Apr 30, 2023Updated 3 years ago
- ☆42Jan 22, 2024Updated 2 years ago
- ☆23Aug 26, 2023Updated 2 years ago
- [NeurIPS 2022] code for "Visual Concepts Tokenization"☆23Oct 10, 2022Updated 3 years ago
- ☆27Jul 23, 2025Updated 9 months ago
- Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns☆17Nov 15, 2022Updated 3 years ago
- Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.☆26Jun 20, 2023Updated 2 years ago
- Implementation of Slot Attention from GoogleAI☆481Aug 20, 2024Updated last year
- 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 "Improving Generative Imagination in Object-Centric World Models"☆37Dec 8, 2022Updated 3 years ago
- Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion☆25Mar 16, 2023Updated 3 years ago
- An implementation of several unsupervised object discovery models (Slot Attention, SLATE, GNM) in PyTorch with pre-trained models.☆15May 26, 2025Updated 11 months ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆284Mar 3, 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
- (NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping☆97Mar 10, 2025Updated last year
- Independent PyTorch Implementation of Object Scene Representation Transformer☆50May 25, 2023Updated 2 years ago
- ☆37Oct 18, 2023Updated 2 years ago
- ☆43Jul 31, 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.
- (CVPR 2025) A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning☆24Mar 11, 2025Updated last year
- ☆62Oct 29, 2022Updated 3 years ago
- Official implementation of "Robust Bird's Eye View Segmentation by Adapting DINOv2" accepted at ECCV 2024 - 2nd Workshop on Vision-Centri…☆12Dec 5, 2024Updated last year
- ☆22Sep 22, 2022Updated 3 years ago
- A toolbox of compositional scene representation learning methods and benchmark datasets.☆12Mar 2, 2024Updated 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
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Sep 7, 2021Updated 4 years ago