Library for the training and evaluation of object-centric models (ICML 2022)
☆71Apr 30, 2023Updated 2 years ago
Alternatives and similar repositories for object-centric-library
Users that are interested in object-centric-library are comparing it to the libraries listed below
Sorting:
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51May 30, 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
- ACRE: Abstract Causal REasoning Beyond Covariation☆19Dec 7, 2021Updated 4 years ago
- Official implementation of: "PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning" by…☆17Jun 2, 2025Updated 9 months ago
- Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al…☆23Oct 16, 2023Updated 2 years ago
- Official Code for Neural Systematic Binder☆34Mar 27, 2023Updated 2 years ago
- Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"☆72Mar 9, 2024Updated 2 years ago
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆31Apr 15, 2023Updated 2 years ago
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning☆11Jul 20, 2022Updated 3 years ago
- This repository generates multi-view observations for static/dynamic CLEVR scenes.☆12Apr 17, 2023Updated 2 years ago
- 🔥Benchmarking Unsupervised Obj Seg (NeurIPS 2022 & IJCV 2024)☆36Aug 26, 2025Updated 6 months ago
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆120Sep 20, 2023Updated 2 years ago
- Official code for Slot-Transformer for Videos (STEVE)☆51Jan 9, 2023Updated 3 years ago
- ☆15Feb 12, 2021Updated 5 years ago
- ☆23Aug 26, 2023Updated 2 years ago
- ☆22Sep 22, 2022Updated 3 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Dec 24, 2023Updated 2 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Dec 8, 2022Updated 3 years ago
- ` google-research / slot-attention-video ` but in pytorch.☆18Aug 10, 2022Updated 3 years ago
- This repo contains code for our ICML 2023 paper: MEWL: Few-shot multimodal word learning with referential uncertainty☆15Jun 10, 2023Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆84Jul 27, 2022Updated 3 years ago
- ☆34Apr 19, 2024Updated last year
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Apr 13, 2022Updated 3 years ago
- Translation of the databricks-dolly-15k dataset to Chinese for commercial use.☆19Apr 17, 2023Updated 2 years ago
- ☆129Jul 30, 2024Updated last year
- S.M.Ali Eslam et.al. Attend, Infer, Repeat: Fast Scene Understanding with Generative Models ICML16☆14Sep 27, 2018Updated 7 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆284Mar 3, 2026Updated 2 weeks ago
- Official repository for the paper "Automating Continual Learning"☆18Jun 11, 2025Updated 9 months ago
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆73Jun 11, 2024Updated last year
- ☆29Mar 20, 2024Updated 2 years ago
- (CVPR 2025) A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning☆24Mar 11, 2025Updated last year
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Sep 11, 2025Updated 6 months ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆92Jul 31, 2024Updated last year
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Sep 3, 2022Updated 3 years ago
- ☆14Apr 15, 2025Updated 11 months ago
- Learning What and Where – Unsupervised Disentangling Location and Identity Tracking☆21Mar 27, 2024Updated last year
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆52Jul 15, 2021Updated 4 years ago
- Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"☆107Oct 5, 2023Updated 2 years ago