FazBrowse GitHub Viewer | Trending |
URL:
| Home
Tools: [Download Repo ZIP]   [Original HTTPS Page]

object-centric-learning · GitHub Topics · GitHub

Explore Topics Trending Collections Events GitHub Sponsors
#

object-centric-learning

Star

Here are 23 public repositories matching this topic...

Language: All
Filter by language
All 23 Python 19 Jupyter Notebook 4
Sort: Most stars
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

taldatech / lpwm

Star 133

[ICLR 2026 Oral] Latent Particle World Models official repository

pytorch vae keypoints self-supervised video-generation video-prediction object-centric object-centric-learning world-model
  • Updated Mar 19, 2026
  • Jupyter Notebook

Wuziyi616 / SlotDiffusion

Star 98

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

computer-vision pytorch vqa diffusion-models unsupervised-segmentation object-centric-learning
  • Updated Mar 19, 2026
  • Python

amazon-science / AdaSlot

Star 77

Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]

object-centric object-centric-learning
  • Updated Jan 25, 2025
  • Python

DanHrmti / ECRL

Star 32

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

reinforcement-learning robotic-manipulation visual-reinforcement-learning object-centric-learning
  • Updated Feb 22, 2026
  • Python

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

Star 26

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

transformers unsupervised-learning video-prediction object-centric-video-prediction object-centric-learning
  • Updated Oct 16, 2023
  • Python

angelvillar96 / PlaySlot

Star 23

Official implementation of: "PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning" by Villar-Corrales & Behnke. ICML 2025

video-prediction inverse-dynamics object-centric-video-prediction object-centric-learning
  • Updated Apr 1, 2026
  • Python

DanHrmti / HECRL

Star 16

Official PyTorch implementation of "Hierarchical Entity-centric Reinforcement Learning with Factored Subgoal Diffusion", Haramati et al., ICLR 2026

reinforcement-learning goal-conditioned-rl object-centric-learning hierarchical-rl diffusion-planning
  • Updated Feb 23, 2026
  • Python

angelvillar96 / TextOCVP

Star 14

Official implementation of: "TextOCVP: Object-Centric Video Prediction with Language Guidance" by Villar-Corrales, Plepi & Behnke. TMLR. 2026

video-prediction object-centric-video-prediction object-centric-learning image-to-video-generation text-conditioned-video-prediction
  • Updated Jan 9, 2026
  • Python

arubique / OCCAM

Star 14

This is an implementation of the paper "Are We Done with Object-Centric Learning?"

classification segmentation robustness foundation-models object-centric-learning
  • Updated Jun 21, 2026
  • Jupyter Notebook

agopal42 / syncx

Star 13

Official code repository for NeurIPS 2024 paper "Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery"

autoencoder representation-learning complex-valued-neural-networks object-centric-learning
  • Updated Jan 8, 2025
  • Python

vLAR-group / unMORE

Star 10

🔥unMORE in PyTorch (ICML 2025)

object-detection unsupervised-learning object-segmentation object-centric-learning object-representation icml-2025
  • Updated Aug 26, 2025
  • Python

wjun0830 / SlotCurri

Star 10

[CVPR 2026] Official PyTorch Implementation of "SlotCurri: Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning"

computer-vision pytorch representation-learning unsupervised-learning video-understanding video-decomposition curriculum-learning object-discovery slot-attention object-centric-learning cvpr2026 video-object-centric-learning video-slot-attention vocl slotcurri object-centric-representation video-object-centric-representation video-object-representation
  • Updated Jun 22, 2026
  • Python

agopal42 / ctcae

Star 8

Official code repository for NeurIPS 2023 paper "Contrastive Training of Complex-Valued Autoencoders for Object Discovery"

contrastive-learning complex-valued-neural-networks object-centric-learning
  • Updated Jan 8, 2025
  • Python

whieya / Learning-to-compose

Star 8

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

deep-learning object-centric-learning iclr23
  • Updated Nov 12, 2025
  • Python

vLAR-group / EvObj

Star 7

🔥EvObj in PyTorch (CVPR 2026)

point-cloud unsupervised-learning 3d-segmentation foundation-models object-centric-learning dinov2 cvpr2026
  • Updated Jul 23, 2026
  • Python

wjun0830 / SSync

Star 6

[ECCV2026] Official Pytorch Implementation for "Selective Synergistic learning for Video Object-Centric Learning"

representation-learning video-decomposition object-discovery self-supervised-learning video-object-segmentation unsupervised-segmentation slot-attention scene-decomposition object-centric-learning dinov2 video-object-centric-learning video-slot-attention object-centric-representation eccv2026
  • Updated Jul 4, 2026
  • Python

a-imamshah / savi-pytorch

Star 3

Unofficial implementation of SAVi in PyTorch

video pytorch savi slot-attention object-centric-learning
  • Updated Mar 1, 2023
  • Python

miltonllera / ocdm

Star 3

Object-Centric Disentangled Mechanisms

computer-vision deep-learning generative-model variational-autoencoder disentanglement compositional-generalization object-centric-learning
  • Updated Aug 4, 2026
  • Jupyter Notebook

Mcibula / active-vision

Star 1

Constructing Grounded Conceptual Representations via Object-Centric Robotic Active Vision

computer-vision robotics cognitive-science representation-learning active-learning object-centric-learning
  • Updated Jun 7, 2026
  • Python

dion-jy / oc-bench

Star 0

Simple Codebases for Benchmarking Object-Centric Architectures

slot-attention object-centric-learning sysbinder
  • Updated May 25, 2023
  • Python

Improve this page

Add a description, image, and links to the object-centric-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the object-centric-learning topic, visit your repo's landing page and select "manage topics."

Learn more

Back | FazBrowse Home | New Git URL