Deep learning architecture for automated image feature extraction

M Zhang, GB Avinash - US Patent 10,796,221, 2020 - Google Patents
Abstract Systems and techniques for facilitating a deep learning architecture for automated
image feature extraction are presented. In one example, a system includes a machine …

Deep convolutional neural network with self-transfer learning

M Zhang, GB Avinash - US Patent 10,460,440, 2019 - Google Patents
Abstract Systems and techniques for facilitating a deep convolutional neural network with
self-transfer learning are presented. In one example, a system includes a machine learning …

Image analysis using deviation from normal data

M Zhang, GB Avinash - US Patent 11,093,820, 2021 - Google Patents
Abstract Systems and techniques for facilitating image analysis using deviation from normal
data are presented. In one example, a system generates atlas map data indicative of an …

Systems and methods for noise reduction in medical images with deep neural networks

RM Lebel, D Gui, GC McKinnon - US Patent 10,635,943, 2020 - Google Patents
Methods and systems are provided for reducing noise in medical images with deep neural
networks. In one embodiment, a method for training a neural network comprises …

Container file analysis using machine learning model

X Zhao, M Wolff, J Brock, B Wallace… - US Patent …, 2020 - Google Patents
In one respect, there is provided a system for training a machine learning model to detect
malicious container files. The system may include at least one processor and at least one …

Training an auto-encoder on a single class

M Zhang, GB Avinash - US Patent 10,607,135, 2020 - Google Patents
Systems and techniques for training an auto-encoder on a single class are presented. In one
example, a system trains an auto-encoder based on first data associated with a first class to …

Training a machine learning model for container file analysis

X Zhao, M Wolff, J Brock, B Wallace… - US Patent …, 2019 - Google Patents
In one respect, there is provided a system for training a machine learning model to detect
malicious container files. The system may include at least one processor and at least one …

Systems and methods for image segmentation using a scalable and compact convolutional neural network

H Chen, S Sun, YIN Youbing, Q Song - US Patent 10,783,640, 2020 - Google Patents
Embodiments of the disclosure provide systems and methods for segmenting a medical
image. An exemplary system includes a communication interface configured to receive the …

System and methods for intrinsic reward reinforcement learning

G Fyffe - US Patent 11,521,056, 2022 - Google Patents
(57) ABSTRACT A learning agent is disclosed that receives data in sequence from one or
more sequential data sources, generates a model modelling sequences of data and actions …

Object recognition in video

G Ashour, Y Burshtein, T Hakim, D Porat… - US Patent …, 2019 - Google Patents
A system comprising a non-transient computer-readable storage medium having stored
thereon instructions and at least one hardware processor configured to execute the …