TRAINING GENERATIVE ADVERSARIAL NETWORKS

Patent №

US 11,636,345

Granted

2023-04-25

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16797377

Improving the training of generative adversarial networks by identifying the input and output layers in the generator network, assigning a gradient multiplier to each layer, and multiplying the gradient by the multiplier during back-propagation and before applying the product of the gradient and multiplier to node weights of the layers.

Machine learningVisionAI hardwareG06N 3/084G06N 3/045G06N 3/0464G06N 3/047G06N 3/0475G06N 3/094

AI classification

Machine learning1.00
AI hardware1.00
Vision0.92
Planning0.37
Knowledge representation0.01
Natural language0.01
Speech0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 518870359

Assignors

BONAKDAR SAKHI, OMID

On an employer assignment, the assignors are typically the inventors.

From the same owner

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