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03/31/2023
Neural Microfacet Fields for Inverse Rendering
We present Neural Microfacet Fields, a method for recovering materials, ...
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01/24/2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
We introduce k-planes, a white-box model for radiance fields in arbitrar...
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05/09/2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
Image classification accuracy on the ImageNet dataset has been a baromet...
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12/09/2021
Plenoxels: Radiance Fields without Neural Networks
We introduce Plenoxels (plenoptic voxels), a system for photorealistic v...
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10/06/2021
Spectral Bias in Practice: The Role of Function Frequency in Generalization
Despite their ability to represent highly expressive functions, deep lea...
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06/18/2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
We show that passing input points through a simple Fourier feature mappi...
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03/04/2020