Alternatives and similar repositories for slot-attention-pytorch

Users that are interested in slot-attention-pytorch are comparing it to the libraries listed below

• amazon-science / object-centric-learning-framework

  View on GitHub
  ☆88Aug 13, 2025Updated 6 months ago
• google-research / slot-attention-video

  View on GitHub
  ☆180Feb 3, 2023Updated 3 years ago
• gorkaydemir / DINOSAUR

  View on GitHub
  [ICLR 2023 - UNOFFICIAL] Bridging the Gap to Real-World Object-Centric Learning
  ☆23May 10, 2024Updated last year
• imbue-ai / slot_attention

  View on GitHub
  ☆97Jan 8, 2023Updated 3 years ago
• singhgautam / steve

  View on GitHub
  Official code for Slot-Transformer for Videos (STEVE)
  ☆50Jan 9, 2023Updated 3 years ago
• JindongJiang / latent-slot-diffusion

  View on GitHub
  Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"
  ☆72Mar 9, 2024Updated last year
• amazon-science / object-centric-vol

  View on GitHub
  ☆12Apr 3, 2024Updated last year
• martius-lab / slotcontrast

  View on GitHub
  ☆25Jul 23, 2025Updated 6 months ago
• davzha / MESH

  View on GitHub
  Code for the paper "Unlocking Slot Attention by Changing Optimal Transport Costs"
  ☆13Sep 19, 2023Updated 2 years ago
• martius-lab / videosaur

  View on GitHub
  Repository for our paper "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"
  ☆33Feb 12, 2025Updated last year
• zhixuan-lin / IODINE

  View on GitHub
  PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference
  ☆59Sep 3, 2022Updated 3 years ago
• evelinehong / LBF

  View on GitHub
  ☆32Aug 31, 2021Updated 4 years ago
• addtt / object-centric-library

  View on GitHub
  Library for the training and evaluation of object-centric models (ICML 2022)
  ☆71Apr 30, 2023Updated 2 years ago
• pairlab / SlotFormer

  View on GitHub
  Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models
  ☆120Sep 20, 2023Updated 2 years ago
• object-understanding / SLASH

  View on GitHub
  ☆23Aug 26, 2023Updated 2 years ago
• Hydragon516 / GSANet

  View on GitHub
  [CVPR 2024] Guided Slot Attention for Unsupervised Video Object Segmentation
  ☆64Dec 23, 2024Updated last year
• ernoult / targetProp

  View on GitHub
  Testing Difference Target Propagation (DTP) on MNIST.
  ☆12Oct 12, 2020Updated 5 years ago
• YuLiu-LY / BO-QSA

  View on GitHub
  This repository is the official implementation of Improving Object-centric Learning With Query Optimization
  ☆51May 30, 2023Updated 2 years ago
• nuric / pix2rule

  View on GitHub
  From pixels to symbolic rule learning
  ☆12Nov 12, 2021Updated 4 years ago
• neuroailab / physopt-physics-benchmarking

  View on GitHub
  ☆11Jun 20, 2022Updated 3 years ago
• brendel-group / compositional-ood-generalization

  View on GitHub
  Official code for the paper "Compositional Generalization from First Principles" (NeurIPS 2023)
  ☆13Jul 25, 2023Updated 2 years ago
• stanford-iris-lab / segmenting_feats

  View on GitHub
  ☆13Nov 1, 2023Updated 2 years ago
• zadaianchuk / comus

  View on GitHub
  ☆26Mar 1, 2023Updated 2 years ago
• visinf / funnybirds-framework

  View on GitHub
  FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
  ☆17Apr 8, 2024Updated last year
• BorealisAI / PROVIDE

  View on GitHub
  PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)
  ☆13Oct 3, 2023Updated 2 years ago
• sjpark5800 / LA-DETR

  View on GitHub
  [WACV 2026] MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval
  ☆13Sep 18, 2025Updated 4 months ago
• stelzner / obsurf

  View on GitHub
  Official code release for the ObSuRF model
  ☆34Jan 19, 2023Updated 3 years ago
• mpagli / Agree-to-Disagree

  View on GitHub
  Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"
  ☆36Oct 25, 2022Updated 3 years ago
• singhgautam / sysbinder

  View on GitHub
  Official Code for Neural Systematic Binder
  ☆34Mar 27, 2023Updated 2 years ago
• FudanVI / compositional-scene-representation-toolbox

  View on GitHub
  A toolbox of compositional scene representation learning methods and benchmark datasets.
  ☆12Mar 2, 2024Updated last year
• musyoku / chainer-qrnn

  View on GitHub
  Chainer implementation of Q-RNN (Quasi-Reccurent Neural Networks)
  ☆12Aug 17, 2017Updated 8 years ago
• neuroailab / PSGNets

  View on GitHub
  Neural Networks that convert input movies into Physical Scene Graphs (PSGs)
  ☆63Feb 26, 2021Updated 4 years ago
• SAITPublic / SlotVPS

  View on GitHub
  The official project for the paper: Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation, CVPR 2022
  ☆14Nov 9, 2022Updated 3 years ago
• Agricultural-Robotics-Bonn / reproj_rnn

  View on GitHub
  Explicitly incorporating spatial information to recurrent networks for agriculture
  ☆15Nov 13, 2023Updated 2 years ago
• tydpan / OpenPartSeg

  View on GitHub
  ☆16May 26, 2023Updated 2 years ago
• msed-Ebrahimi / DL2PA_CVPR24

  View on GitHub
  Official repository for the paper DL2PA: Hyperspherical Classification with Dynamic Label-to-Prototype Assignment (CVPR 2024).
  ☆13Jul 19, 2024Updated last year
• BrunoSauvalle / AST

  View on GitHub
  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
• nanlliu / compose-visual-relations

  View on GitHub
  [NeurIPS 2021 Spotlight] Learning to Compose Visual Relations
  ☆102Apr 14, 2023Updated 2 years ago
• ugonfor / DGQ

  View on GitHub
  [ICLR 2025] DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models
  ☆19Mar 25, 2025Updated 10 months ago