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12/02/2019
GGNN: Graph-based GPU Nearest Neighbor Search
Approximate nearest neighbor (ANN) search in high dimensions is an integ...
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03/20/2018
Flex-Convolution (Deep Learning Beyond Grid-Worlds)
The goal of this work is to enable deep neural networks to learn represe...
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12/06/2017
Separating Reflection and Transmission Images in the Wild
The reflections caused by common semi-reflectors, such as glass windows,...
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08/14/2017
Learning Blind Motion Deblurring
As handheld video cameras are now commonplace and available in every sma...
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02/08/2017
Backpropagation Training for Fisher Vectors within Neural Networks
Fisher-Vectors (FV) encode higher-order statistics of a set of multiple ...
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11/16/2016
Will People Like Your Image? Learning the Aesthetic Space
Rating how aesthetically pleasing an image appears is a highly complex m...
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10/19/2016
Learning Robust Video Synchronization without Annotations
Aligning video sequences is a fundamental yet still unsolved component f...
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09/20/2016