Face synthesis using generative adversarial networks

V Sharma, Y Gao - US Patent 10,762,337, 2020 - Google Patents
Training a generative adversarial network (GAN) for use in facial recognition, comprising
providing an input image of a particular face into a facial recognition system to obtain a …

Fakecatcher: detection of synthetic portrait videos using biological signals

UA Ciftci, I Demir, L Yin - US Patent 11,687,778, 2023 - Google Patents
Detection of synthetic content in portrait videos, eg, deep fakes, is achieved. Detectors
blindly utilizing deep learning are not effective in catching fake content, as generative …

Tuning simulated data for optimized neural network activation

EH Taralova - US Patent 10,832,093, 2020 - Google Patents
Techniques described herein are directed to comparing, using a machine-trained model,
neural network activations associated with data representing a simulated environment and …

System and method for detecting adversarial attacks

J Le Roux, T Jayashankar, P Moulin - US Patent 11,462,211, 2022 - Google Patents
A linguistic system for transcribing an input, where the linguistic system comprises a
processor configured to execute a neural network multiple times while varying weights of at …

Systems, methods, and media for manufacturing processes

A Sundstrom, E Kim, D Limoge, V Pinskiy… - US Patent …, 2024 - Google Patents
A manufacturing system is disclosed herein. The manufacturing system includes one or
more stations, a monitoring platform, and a control module. Each station of the one or more …

Systems, methods, and media for manufacturing processes

MC Putman, V Pinskiy, A Sundstrom… - US Patent …, 2024 - Google Patents
A manufacturing system is disclosed herein. The manufacturing system includes one or
more stations, a monitoring platform, and a control module. Each station of the one or more …

Systems, methods, and media for manufacturing processes

A Sundstrom, D Limoge, ES Kim, V Pinskiy… - US Patent …, 2024 - Google Patents
A manufacturing system is disclosed herein. The manufacturing system includes one or
more stations, a monitoring platform, and a control module. Each station of the one or more …

System and a method for artificial neural-network based animation

K Eliran, S Blondheim, G Perry, A Nachmani… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A system and method of animating an image of an object may include:
receiving a first image, depicting a “puppet” object; sampling an input video, depicting a …

Adversarial Defense Platform For Automated Dental Image Classification

V Kearney, A Sadat - US Patent App. 16/880,938, 2020 - Google Patents
Dental images are processed according to a first machine learning model to determine teeth
labels. The teeth labels and image are concatenated and processed using a second …

Method and machine learning system for detecting adversarial examples

B Ermans, P Doliwa, C Van Vredendaal - US Patent 11,501,206, 2022 - Google Patents
(57) ABSTRACT A method and machine learning system for detecting adver sarial examples
is provided. A first machine learning model is trained with a first machine learning training …