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02/23/2023
Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions
We propose a novel framework for the task of object-centric video predic...
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02/06/2023
RoboCup 2022 AdultSize Winner NimbRo: Upgraded Perception, Capture Steps Gait and Phase-based In-walk Kicks
Beating the human world champions by 2050 is an ambitious goal of the Hu...
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03/17/2022
Video Prediction at Multiple Scales with Hierarchical Recurrent Networks
Autonomous systems not only need to understand their current environment...
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10/07/2021
Unsupervised Image Decomposition with Phase-Correlation Networks
The ability to decompose scenes into their object components is a desire...
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02/09/2021
Deep learning architectural designs for super-resolution of noisy images
Recent advances in deep learning have led to significant improvements in...
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11/23/2020