Deep feature generative adversarial neural networks

S Demyanov, A Podkin, A Stoliar, V Velicodnii… - US Patent …, 2023 - Google Patents
US11657479B2 - Deep feature generative adversarial neural networks - Google Patents
US11657479B2 - Deep feature generative adversarial neural networks - Google Patents …

Progressive modification of generative adversarial neural networks

TT Karras, TO Aila, SM Laine, JT Lehtinen - US Patent 11,250,329, 2022 - Google Patents
(57) ABSTRACT A generative adversarial neural network (GAN) learns a particular task by
being shown many examples. In one scenario, a GAN may be trained to generate new …

Neural network for generating images trained with a generative adversarial network

N Murray - US Patent App. 17/024,030, 2021 - Google Patents
(22) Filed: Sep. 17, 2020 (30) Foreign Application Priority Data Sep. 24, 2019 (EP)
19306188 A generative adversarial network, a ethod of training a generator neural network …

Optimizing supervised generative adversarial networks via latent space regularizations

S Zhong - US Patent 11,048,980, 2021 - Google Patents
A method of training a generator G of a Generative Adversarial Network (GAN) includes
receiving, by an encoder E, a target data Y; receiving, by the encoder E, an output G (Z) of …

Computing systems with modularized infrastructure for training generative adversarial networks

J Shor, SG Cotado - US Patent 11,710,300, 2023 - Google Patents
Computing systems that provide a modularized infrastructure for training Generative
Adversarial Networks (GANs) are provided herein. For example, the modularized …

Reduced bandwidth consumption via generative adversarial networks

HK Sivaswamy, A Vyas, V Ekambaram… - US Patent …, 2022 - Google Patents
H04L 29/06(2006.01) GOON 20/00(2019.01) H04L 29/08(2006.01) H04L 65/60(2022.01)
H04L 67/02(2022.01) H04L 65/80(2022.01)(52) US CI. CPC H04L 65/604 (2013.01); GO6N …

Method for synthesizing image based on conditional generative adversarial network and related device

Y Wang, J Wang - US Patent 11,636,695, 2023 - Google Patents
US11636695B2 - Method for synthesizing image based on conditional generative
adversarial network and related device - Google Patents US11636695B2 - Method for …

Enhanced generative adversarial network and target sample recognition method

S Wang, S Yanyan, W Zhang - US Patent App. 16/999,118, 2020 - Google Patents
The present disclosure relates to an enhanced generative adversarial network and a target
sample recognition method. The enhanced generative adversarial network in the present …

Method for training a generative adversarial network (GAN), generative adversarial network, computer program, machine-readable memory medium, and device

D Terjek - US Patent 11,651,205, 2023 - Google Patents
Generative adversarial networks (GANs) are methods of unsupervised machine learning.
GANs include two artificial neuronal networks: a generator and a discriminator. The input …

Training neural networks with limited data using invertible augmentation operators

TT Karras, MS Aittala, JJ Hellsten, SM Laine… - US Patent App. 17 …, 2021 - Google Patents
Embodiments of the present disclosure relate to a technique for training neural networks,
such as a generative adversarial neural network (GAN), using a limited amount of data …