Extracting gradient features from neural networks

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United States of America Patent

PATENT NO 9792492
SERIAL NO

14793434

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Abstract

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A method for extracting a representation from an image includes inputting an image to a pre-trained neural network. The gradient of a loss function is computed with respect to parameters of the neural network, for the image. A gradient representation is extracted for the image based on the computed gradients, which can be used, for example, for classification or retrieval.

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Patent Owner(s)

Patent OwnerAddressTotal Patents
XEROX CORPORATIONSTAMFORD, CT13415

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Gaidon, Adrien Grenoble, FR 9 15
Perronnin, Florent C Domène, FR 37 579
Soldevila, Albert Gordo Grenoble, FR 7 14

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