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11/03/2022
nerf2nerf: Pairwise Registration of Neural Radiance Fields
We introduce a technique for pairwise registration of neural fields that...
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09/21/2022
Attention Beats Concatenation for Conditioning Neural Fields
Neural fields model signals by mapping coordinate inputs to sampled valu...
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07/20/2022
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds
We introduce a method for instance proposal generation for 3D point clou...
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11/19/2021
LOLNeRF: Learn from One Look
We present a method for learning a generative 3D model based on neural r...
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06/07/2021
Deep Medial Fields
Implicit representations of geometry, such as occupancy fields or signed...
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11/25/2020
DeRF: Decomposed Radiance Fields
With the advent of Neural Radiance Fields (NeRF), neural networks can no...
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10/10/2020
LSMAT Least Squares Medial Axis Transform
The medial axis transform has applications in numerous fields including ...
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06/12/2019