conftrace_

object-centric representation

47 papers

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Also known as

OCR

Co-occurring keywords

unsupervised learning (3264) representation learning (6206) slot attention (43) scene understanding (825) object-centric learning (41) disentangled representation (521) systematic generalization (55) neural radiance field (857) generative model (2892) multi-view learning (391)

Papers

Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization NIPS 2023
Systematic Visual Reasoning through Object-Centric Relational Abstraction NIPS 2023
Learning Generalizable Manipulation Policies with Object-Centric 3D Representations CORL 2023
Object Scene Representation Transformer NIPS 2022
COAT: Measuring Object Compositionality in Emergent Representations ICML 2022
Generalization and Robustness Implications in Object-Centric Learning ICML 2022
AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields CORL 2022
Object-Centric Representation Learning with Generative Spatial-Temporal Factorization NIPS 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation CORL 2021
Benchmarking Unsupervised Object Representations for Video Sequences JMLR 2021
Canonical Capsules: Self-Supervised Capsules in Canonical Pose NIPS 2021
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks NIPS 2021
Attention over Learned Object Embeddings Enables Complex Visual Reasoning NIPS 2021
Group Equivariant Subsampling NIPS 2021
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 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
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views NIPS 2020
Object-centric Forward Modeling for Model Predictive Control CORL 2019
Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations NIPS 2019
Graph Networks as Learnable Physics Engines for Inference and Control ICML 2018