A survey of unsupervised deep domain adaptation

G Wilson, DJ Cook - ACM Transactions on Intelligent Systems and …, 2020 - dl.acm.org
Deep learning has produced state-of-the-art results for a variety of tasks. While such
approaches for supervised learning have performed well, they assume that training and …

System and method for lossy image and video compression utilizing a metanetwork

AA Zafar, CL Besenbruch - US Patent 10,489,936, 2019 - Google Patents
US10489936B1 - System and method for lossy image and video compression utilizing a
metanetwork - Google Patents US10489936B1 - System and method for lossy image and …

Conditional entropy coding for efficient video compression

JJ Liu, S Wang, WC Ma, R Urtasun - US Patent 11,375,194, 2022 - Google Patents
Abstract Systems and method for video compression using conditional entropy coding. An
ordered sequence of image frames can be transformed to produce an entropy coding for …

Deep feature generative adversarial neural networks

S Demyanov, A Podkin, A Stoliar, V Velicodnii… - US Patent …, 2021 - Google Patents
A mobile device can implement a neural network-based domain transfer scheme to modify
an image in a first domain appearance to a second domain appearance. The domain …

Processing image data

I Andreopoulos, G Srdjan - US Patent 11,172,210, 2021 - Google Patents
A method of processing image data at a server is provided. Image data from one or more
images is received at a preprocessing network comprising a set of inter-connected learnable …

Training method and apparatus for image fusion processing model, device, and storage medium

F Chen - US Patent 11,526,712, 2022 - Google Patents
(57) ABSTRACT A training method for an image fusion processing model is provided. The
method includes: obtaining an image set, and compressing the image set, updating a …

Encoder, decoder, encoding method, and decoding method

T Nishi, T Toma, K Abe, R Kanoh, L Rigazio… - US Patent …, 2022 - Google Patents
The encoder includes processing circuitry, and memory. Using the memory, the processing
circuitry: generates a predicted image of an input image that is a current image to be …

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 …

Image transform method and image transform network

DL Liao, CC Li, WH Ting, PL Chen - US Patent 11,238,624, 2022 - Google Patents
Provided are an image transform method and an image transform network. The method is for
the image transform network including an image generator, a transform discrimi nator and a …

Method and device for generating deceivable composite image by using GAN including generating neural network and discriminating neural network to allow …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for generating a deceivable composite image by using a GAN (Generative
Adversarial Network) including a generating and a discriminating neural network to allow a …