[ICLR 2026 Oral] Latent Particle World Models official repository
Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models
Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]
Official PyTorch implementation of "Entity-Centric Reinforcement Learning for Object Manipulation from Pixels", Haramati et al., ICLR 2024
Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al. ICIP 2023
Official implementation of: "PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning" by Villar-Corrales & Behnke. ICML 2025
Official PyTorch implementation of "Hierarchical Entity-centric Reinforcement Learning with Factored Subgoal Diffusion", Haramati et al., ICLR 2026
Official implementation of: "TextOCVP: Object-Centric Video Prediction with Language Guidance" by Villar-Corrales, Plepi & Behnke. TMLR. 2026
This is an implementation of the paper "Are We Done with Object-Centric Learning?"
Official code repository for NeurIPS 2024 paper "Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery"
🔥unMORE in PyTorch (ICML 2025)
[CVPR 2026] Official PyTorch Implementation of "SlotCurri: Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning"
Official code repository for NeurIPS 2023 paper "Contrastive Training of Complex-Valued Autoencoders for Object Discovery"
[ICLR'24] Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
🔥EvObj in PyTorch (CVPR 2026)
[ECCV2026] Official Pytorch Implementation for "Selective Synergistic learning for Video Object-Centric Learning"
Object-Centric Disentangled Mechanisms
Unofficial implementation of SAVi in PyTorch
Constructing Grounded Conceptual Representations via Object-Centric Robotic Active Vision
Simple Codebases for Benchmarking Object-Centric Architectures
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