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04/07/2022
Gravitationally Lensed Black Hole Emission Tomography
Measurements from the Event Horizon Telescope enabled the visualization ...
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03/25/2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields
We introduce a method to render Neural Radiance Fields (NeRFs) in real t...
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12/03/2020
Learned Initializations for Optimizing Coordinate-Based Neural Representations
Coordinate-based neural representations have shown significant promise a...
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10/12/2020
Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy
Miniature fluorescence microscopes are a standard tool in systems biolog...
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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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05/18/2020
Portrait Shadow Manipulation
Casually-taken portrait photographs often suffer from unflattering light...
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03/19/2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
We present a method that achieves state-of-the-art results for synthesiz...
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05/30/2019
Video from Stills: Lensless Imaging with Rolling Shutter
Because image sensor chips have a finite bandwidth with which to read ou...
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05/15/2019
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography
In cinema, large camera lenses create beautiful shallow depth of field (...
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05/13/2019
Zoom To Learn, Learn To Zoom
This paper shows that when applying machine learning to digital zoom for...
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05/02/2019
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines
We present a practical and robust deep learning solution for capturing a...
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05/01/2019
Pushing the Boundaries of View Extrapolation with Multiplane Images
We explore the problem of view synthesis from a narrow baseline pair of ...
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04/10/2019
StegaStamp: Invisible Hyperlinks in Physical Photographs
Imagine a world in which each photo, printed or digitally displayed, hid...
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06/14/2018
Single Image Reflection Separation with Perceptual Losses
We present an approach to separating reflection from a single image. The...
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12/06/2017
Burst Denoising with Kernel Prediction Networks
We present a technique for jointly denoising bursts of images taken from...
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11/21/2017
Aperture Supervision for Monocular Depth Estimation
We present a novel method to train machine learning algorithms to estima...
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10/05/2017
DiffuserCam: Lensless Single-exposure 3D Imaging
We demonstrate a compact and easy-to-build computational camera for sing...
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08/10/2017
Learning to Synthesize a 4D RGBD Light Field from a Single Image
We present a machine learning algorithm that takes as input a 2D RGB ima...
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04/18/2017