google-research / slot-attention-videoView external linksLinks
☆180Feb 3, 2023Updated 3 years ago
Alternatives and similar repositories for slot-attention-video
Users that are interested in slot-attention-video are comparing it to the libraries listed below
Sorting:
- Official code for Slot-Transformer for Videos (STEVE)☆50Jan 9, 2023Updated 3 years ago
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51May 30, 2023Updated 2 years ago
- ` google-research / slot-attention-video ` but in pytorch.☆18Aug 10, 2022Updated 3 years ago
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆120Sep 20, 2023Updated 2 years ago
- ☆88Aug 13, 2025Updated 6 months 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
- ☆42Jan 22, 2024Updated 2 years ago
- Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"☆106Oct 5, 2023Updated 2 years ago
- [NeurIPS 2023] Self-supervised Object-Centric Learning for Videos☆32Nov 28, 2024Updated last year
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆94Jan 16, 2024Updated 2 years ago
- Official Code for Neural Systematic Binder☆34Mar 27, 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
- ☆43Jul 31, 2023Updated 2 years ago
- Object-Centric-Representation Library (OCRL): This repo is to explore OCR on various downstream tasks from supervised learning tasks to R…☆12Feb 23, 2024Updated last year
- [ICLR 2023 - UNOFFICIAL] Bridging the Gap to Real-World Object-Centric Learning☆23May 10, 2024Updated last year
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Dec 8, 2022Updated 3 years ago
- ☆26Mar 1, 2023Updated 2 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆281Dec 17, 2021Updated 4 years ago
- Bag of MLP☆20May 31, 2021Updated 4 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
- Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns☆17Nov 15, 2022Updated 3 years ago
- ☆97Jan 8, 2023Updated 3 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Apr 13, 2022Updated 3 years ago
- PyTorch implementation of Refine and Represent: Region-to-Object Representation Learning.☆21Jun 19, 2025Updated 7 months ago
- [NeurIPS 2021 Spotlight] Learning to Compose Visual Relations☆102Apr 14, 2023Updated 2 years ago
- ☆23Aug 26, 2023Updated 2 years ago
- Independent PyTorch implementation of Scene Representation Transformer☆219Aug 4, 2023Updated 2 years ago
- ☆11Jul 19, 2023Updated 2 years ago
- ☆25Jul 23, 2025Updated 6 months ago
- ☆12Apr 3, 2024Updated last year
- Unsupervised Part Discovery from Contrastive Reconstruction (NeurIPS 2021)☆67Dec 6, 2023Updated 2 years ago
- This is the official released code for our paper, The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos, which has bee…☆53Apr 14, 2023Updated 2 years ago
- ☆55Feb 9, 2023Updated 3 years ago
- A toolbox of compositional scene representation learning methods and benchmark datasets.☆12Mar 2, 2024Updated last year
- [ICML 2022] Official PyTorch implementation of the paper "Unsupervised Image Representation Learning with Deep Latent Particles"☆26Sep 28, 2023Updated 2 years ago
- Compositional Object Light Fields code☆27Oct 9, 2022Updated 3 years ago
- The official repository for the ECCV2024 paper "CarFormer: Self-Driving with Learned Object-Centric Representations"☆54Dec 27, 2024Updated last year
- 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
- Webpage☆16Feb 16, 2024Updated 2 years ago