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06/07/2023
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
Unsupervised video-based object-centric learning is a promising avenue t...
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09/29/2022
Bridging the Gap to Real-World Object-Centric Learning
Humans naturally decompose their environment into entities at the approp...
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07/11/2022
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations
In this paper, we show that recent advances in self-supervised feature l...
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09/09/2021
Self-supervised Reinforcement Learning with Independently Controllable Subgoals
To successfully tackle challenging manipulation tasks, autonomous agents...
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11/29/2020