object-centric representation

Autonomous Learning of Object-Centric Abstractions for High-Level Planning ICLR 2022 AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022 COAT: Measuring Object Compositionality in Emergent Representations ICML 2022 Conditional Object-Centric Learning from Video ICLR 2022 Generalization and Robustness Implications in Object-Centric Learning ICML 2022 Illiterate DALL-E Learns to Compose ICLR 2022 Learning Multi-Object Dynamics with Compositional Neural Radiance Fields CoRL 2022 OBJECT DYNAMICS DISTILLATION FOR SCENE DECOMPOSITION AND REPRESENTATION ICLR 2022 Object Pursuit: Building a Space of Objects via Discriminative Weight Generation ICLR 2022 Object Scene Representation Transformer NeurIPS 2022 Attention over Learned Object Embeddings Enables Complex Visual Reasoning NeurIPS 2021 Benchmarking Unsupervised Object Representations for Video Sequences JMLR 2021 Canonical Capsules: Self-Supervised Capsules in Canonical Pose NeurIPS 2021 Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks NeurIPS 2021 Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 2021 Group Equivariant Subsampling NeurIPS 2021 Object-Centric Representation Learning with Generative Spatial-Temporal Factorization NeurIPS 2021 Self-supervised Visual Reinforcement Learning with Object-centric Representations ICLR 2021 SORNet: Spatial Object-Centric Representations for Sequential Manipulation CoRL 2021 Structured World Belief for Reinforcement Learning in POMDP ICML 2021 CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020 GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations ICLR 2020 Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views NeurIPS 2020 Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations NeurIPS 2019 Object-centric Forward Modeling for Model Predictive Control CoRL 2019