activity
20172022
most citedFourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

1.2k citations · 1.5k across the 13 of their papers we have counts for

collaborators

17 papers

cs.CV2022★ 2 cited

Gravitationally Lensed Black Hole Emission Tomography

Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael +2

Measurements from the Event Horizon Telescope enabled the visualization of light emission around a black hole for the first time. So far, these measurements have been used to recov…

cs.CV2021★ 13 cited

PlenOctrees for Real-time Rendering of Neural Radiance Fields

Alex Yu, Ruilong Li, Matthew Tancik +3

We introduce a method to render Neural Radiance Fields (NeRFs) in real time using PlenOctrees, an octree-based 3D representation which supports view-dependent effects. Our method c…

cs.CV2020★ 15 cited

Learned Initializations for Optimizing Coordinate-Based Neural Representations

Matthew Tancik, Ben Mildenhall, Terrance Wang +4

Coordinate-based neural representations have shown significant promise as an alternative to discrete, array-based representations for complex low dimensional signals. However, opti…

eess.IV2020★ 158 cited

Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy

Kyrollos Yanny, Nick Antipa, William Liberti +6

Miniature fluorescence microscopes are a standard tool in systems biology. However, widefield miniature microscopes capture only 2D information, and modifications that enable 3D ca…

cs.CV2020★ 1.2k cited

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Matthew Tancik, Pratul P. Srinivasan, Ben Mildenhall +6

We show that passing input points through a simple Fourier feature mapping enables a multilayer perceptron (MLP) to learn high-frequency functions in low-dimensional problem domain…

cs.CV2020★ 2 cited

Portrait Shadow Manipulation

Xuaner Cecilia Zhang, Jonathan T. Barron, Yun-Ta Tsai +4

Casually-taken portrait photographs often suffer from unflattering lighting and shadowing because of suboptimal conditions in the environment. Aesthetic qualities such as the posit…