object-centric learning

Object-Centric Learning with Slot Mixture Module ICLR 2024 RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-Centric Learning WACV 2024 Slot State Space Models NeurIPS 2024 SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers CVPR 2024 Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation NeurIPS 2023 Bridging the Gap to Real-World Object-Centric Learning ICLR 2023 Improving Object-centric Learning with Query Optimization ICLR 2023 Interaction-Based Disentanglement of Entities for Object-Centric World Models ICLR 2023 Learning Object-Centric Dynamic Modes from Video and Emerging Properties L4DC 2023 Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities NeurIPS 2023 Object-centric Learning with Cyclic Walks between Parts and Whole NeurIPS 2023 Object-Centric Slot Diffusion NeurIPS 2023 Self-supervised Object-Centric Learning for Videos NeurIPS 2023 Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos ICCV 2023 Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning CVPR 2023 SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models NeurIPS 2023 Unlocking Slot Attention by Changing Optimal Transport Costs ICML 2023 Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation NeurIPS 2022 Object Scene Representation Transformer NeurIPS 2022 SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos NeurIPS 2022 Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos NeurIPS 2022 Slot-VPS: Object-Centric Representation Learning for Video Panoptic Segmentation CVPR 2022 Unsupervised Causal Generative Understanding of Images NeurIPS 2022 Generative Video Transformer: Can Objects be the Words? ICML 2021 Hierarchical Relational Inference AAAI 2021