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object-centric learning

53 papers

OCL

Papers

Learning Latent Concepts for Detecting Out-of-Distribution Objects CVPR 2026 MUFASA: A Multi-Layer Framework for Slot Attention CVPR 2026 Object-Centric Latent Action Learning AAAI 2026 Predicting Video Slot Attention Queries from Random Slot-Feature Pairs AAAI 2026 Towards 3D Object-Centric Feature Learning for Semantic Scene Completion AAAI 2026 Dreamweaver: Learning Compositional World Models from Pixels ICLR 2025 GLASS: Guided Latent Slot Diffusion for Object-Centric Learning CVPR 2025 Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning CVPR 2025 Multi-Scale Fusion for Object Representation ICLR 2025 OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics ICCV 2025 Pay Attention to the Foreground in Object-Centric Learning CVPR 2025 Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling CVPR 2025 Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation ICLR 2025 Sounding that Object: Interactive Object-Aware Image to Audio Generation ICML 2025 Temporally Consistent Object-Centric Learning by Contrasting Slots CVPR 2025 TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation AAAI 2025 Top-Down Guidance for Learning Object-Centric Representations IJCAI 2025 UnCommon Objects in 3D CVPR 2025 Adaptive Slot Attention: Object Discovery with Dynamic Slot Number CVPR 2024 Bootstrapping Top-down Information for Self-modulating Slot Attention NeurIPS 2024 EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NeurIPS 2024 Learning to Compose: Improving Object Centric Learning by Injecting Compositionality ICLR 2024 ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation CVPR 2024 Object centric architectures enable efficient causal representation learning ICLR 2024