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04/13/2023
DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
We address the problem of learning person-specific facial priors from a ...
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03/01/2023
Semi-supervised Parametric Real-world Image Harmonization
Learning-based image harmonization techniques are usually trained to und...
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11/26/2021
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement
Modern smartphones can continuously stream multi-megapixel RGB images at...
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12/11/2020
A Dark Flash Normal Camera
Casual photography is often performed in uncontrolled lighting that can ...
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12/09/2020
Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments
We introduce a neural network-based method to denoise pairs of images ta...
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12/09/2019
Basis Prediction Networks for Effective Burst Denoising with Large Kernels
Bursts of images exhibit significant self-similarity across both time an...
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06/13/2019
Training Image Estimators without Image Ground-Truth
Deep neural networks have been very successful in image estimation appli...
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06/13/2019
Generating and Exploiting Probabilistic Monocular Depth Estimates
Despite the remarkable success of modern monocular depth estimation meth...
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06/13/2018
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising
While there is a vast diversity in the patterns and textures that occur ...
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03/18/2018