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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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04/05/2023
Dynamic Point Fields
Recent years have witnessed significant progress in the field of neural ...
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12/19/2022
HARP: Personalized Hand Reconstruction from a Monocular RGB Video
We present HARP (HAnd Reconstruction and Personalization), a personalize...
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08/16/2020
SMPLpix: Neural Avatars from 3D Human Models
Recent advances in deep generative models have led to an unprecedented l...
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09/09/2019
Real Time Trajectory Prediction Using Deep Conditional Generative Models
Data driven methods for time series forecasting that quantify uncertaint...
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08/24/2019
Efficient Learning on Point Clouds with Basis Point Sets
With the increased availability of 3D scanning technology, point clouds ...
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05/09/2018