Medical image classification based on a generative adversarial network trained discriminator

A Madani, M Moradi, TF Syeda-Mahmood - US Patent 10,937,540, 2021 - Google Patents
Mechanisms are provided to implement a generative adver sarial network (GAN). A
discriminator of the GAN is configured to discriminate input medical images into a plurality of …

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 …

Human action data set generation in a machine learning system

HV JOZE, I Zharkov, V Pradeep… - US Patent …, 2020 - Google Patents
Methods, apparatuses, and computer-readable mediums for generating human action data
sets are disclosed by the present disclosure. In an aspect, an apparatus may receive a set of …

Systems and methods for semi-supervised training using reprojected distance loss

V Guizilini, S Pillai, RA Ambrus, J Li… - US Patent …, 2021 - Google Patents
Abstract System, methods, and other embodiments described herein relate to training a
depth model for monocular depth estimation. In one embodiment, a method includes …

Implementation of deep neural networks for testing and quality control in the production of memory devices

CC Chu, J George, DJ Linnen, A Ghai - US Patent 11,947,890, 2024 - Google Patents
Techniques are presented for the application of neural networks to the fabrication of
integrated circuits and electronic devices, where example are given for the fabrication of non …

Method and apparatus for classifying a data point in imaging data

SA Middlebrooks, HW van der Heijden… - US Patent …, 2020 - Google Patents
US10706534B2 - Method and apparatus for classifying a data point in imaging data - Google
Patents US10706534B2 - Method and apparatus for classifying a data point in imaging data …

Systems and methods for weakly supervised training of a model for monocular depth estimation

V Guizilini, S Pillai, RA Ambrus, J Li… - US Patent …, 2022 - Google Patents
Abstract System, methods, and other embodiments described herein relate to semi-
supervised training of a depth model for monocular depth estimation. In one embodiment, a …

Deep learning-based diagnosis and referral of diseases and disorders using natural language processing

K Zhang, Z Li, L Zheng - US Patent App. 17/136,018, 2021 - Google Patents
Disclosed herein are methods and systems for Artificial Intelligence (AI)-based methods for
performing medical diagnosis of diseases and conditions. An automated natural language …

Mitigating adversarial effects in machine learning systems

PY Chen, P Das, KN Ramamurthy, P Zhao - US Patent 11,568,282, 2023 - Google Patents
US11568282B2 - Mitigating adversarial effects in machine learning systems - Google
Patents US11568282B2 - Mitigating adversarial effects in machine learning systems …

Systems and methods for semi-supervised depth estimation according to an arbitrary camera

V Guizilini, I Vasiljevic, RA Ambrus, S Pillai… - US Patent …, 2022 - Google Patents
Abstract System, methods, and other embodiments described herein relate to semi-
supervised training of a depth model using a neural camera model that is independent of a …