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09/06/2023
ResFields: Residual Neural Fields for Spatiotemporal Signals
Neural fields, a category of neural networks trained to represent high-f...
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05/10/2022
KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints
Image-based volumetric avatars using pixel-aligned features promise gene...
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04/13/2022
COAP: Compositional Articulated Occupancy of People
We present a novel neural implicit representation for articulated human ...
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06/22/2021
MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images
In this paper, we aim to create generalizable and controllable neural si...
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04/14/2021
LEAP: Learning Articulated Occupancy of People
Substantial progress has been made on modeling rigid 3D objects using de...
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12/28/2020
DeepSurfels: Learning Online Appearance Fusion
We present DeepSurfels, a novel hybrid scene representation for geometry...
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11/01/2019