Privacy preserving collaborative learning with domain adaptation

D Peterson, PH Kanani, VJ Marathe - US Patent 11,443,240, 2022 - Google Patents
Herein are techniques for domain adaptation of a machine learning (ML) model. These
techniques impose differential privacy onto federated learning by the ML model. In an …

Distribution of media content enhancement with generative adversarial network migration

AK Baughman, JR Fox, ZA Silverstein… - US Patent …, 2024 - Google Patents
In an approach for optimizing the enhancement of media content using a Generative
Adversarial Network (GAN), a processor identifies a degree of enhancement to be …

Differential privacy dataset generation using generative models

T Cao, A Bie, KJ Kreis, S Fidler, A Vahdat - US Patent 11,847,538, 2023 - Google Patents
Apparatuses, systems, and techniques to train a generative model based at least in part on a
private dataset. In at least one embodiment, the generative model is trained based at least in …

System for predictive maintenance using generative adversarial networks for failure prediction

S Zheng, AK Farahat, C Gupta - US Patent 11,500,370, 2022 - Google Patents
Example implementations involve a system for Predictive Maintenance using Generative
Adversarial Networks for Failure Prediction. Through utilizing three processes con currently …