object-centric-learning

There are 2 repositories under object-centric-learning topic.

• Wuziyi616 / SlotDiffusion

  Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models

  computer-visiondiffusion-modelsobject-centric-learningpytorchunsupervised-segmentationvqa
  Language:Python 72

• DanHrmti / ECRL

  Official PyTorch implementation of "Entity-Centric Reinforcement Learning for Object Manipulation from Pixels", Haramati et al., ICLR 2024

  object-centric-learningreinforcement-learningrobotic-manipulationvisual-reinforcement-learning
  Language:Python 16

• AIS-Bonn / OCVP-object-centric-video-prediction

  Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al. ICIP 2023

  transformersunsupervised-learningvideo-predictionobject-centric-learningobject-centric-video-prediction
  Language:Python 14

• a-imamshah / savi-pytorch

  Unofficial implementation of SAVi in PyTorch

  object-centric-learningpytorchsavislot-attentionvideo
  Language:Python 1

• miltonllera / ocdm

  Object-Centric Disentangled Mechanisms

  compositional-generalizationcomputer-visiondeep-learningdisentanglementgenerative-modelobject-centric-learningvariational-autoencoder
  Language:Python 0

• whieya / Learning-to-compose

  [ICLR'24] Learning to Compose: Improving Object Centric Learning by Injecting Compositionality

  deep-learningiclr23object-centric-learning
  0

• CUN-bjy / oc-bench

  Simple Codebases for Benchmarking Object-Centric Architectures

  object-centric-learningslot-attentionsysbinder
  Language:Python

• Interpause / dinosavi

  Self-supervised learning of Video Object Segmentation using DINOSAUR and SAVi

  computer-visionobject-centric-learningobject-centric-video-predictionobject-segmentationvideo-object-segmentation
  Language:Jupyter Notebook