conftrace_

object-centric learning

41 papers

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Also known as

OCL

Co-occurring keywords

slot attention (43) unsupervised learning (3264) representation learning (6206) video understanding (1658) self-supervised learning (3777) semantic segmentation (3186) object-centric representation (47) instance segmentation (738) scene understanding (825) unsupervised object discovery (16)

Papers

Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities NIPS 2023
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation NIPS 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos ICCV 2023
Unlocking Slot Attention by Changing Optimal Transport Costs ICML 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models NIPS 2023
Unsupervised Causal Generative Understanding of Images NIPS 2022
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos NIPS 2022
Object Scene Representation Transformer NIPS 2022
Slot-VPS: Object-Centric Representation Learning for Video Panoptic Segmentation CVPR 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos NIPS 2022
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation NIPS 2022
Generative Video Transformer: Can Objects be the Words? ICML 2021
Hierarchical Relational Inference AAAI 2021
Object-Centric Learning with Slot Attention NIPS 2020
Learning to Manipulate Individual Objects in an Image CVPR 2020
Object-centric Forward Modeling for Model Predictive Control CORL 2019