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09/13/2023
Generalizable Neural Fields as Partially Observed Neural Processes
Neural fields, which represent signals as a function parameterized by a ...
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05/11/2023
Hyperbolic Deep Learning in Computer Vision: A Survey
Deep representation learning is a ubiquitous part of modern computer vis...
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12/28/2022
NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action
The task of reconstructing 3D human motion has wideranging applications....
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07/08/2021
Staying in Shape: Learning Invariant Shape Representations using Contrastive Learning
Creating representations of shapes that are invari-ant to isometric or a...
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12/03/2020