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 …
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 …
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 …
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
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 …
networks. In one embodiment, a method for training a neural network comprises …
Container file analysis using machine learning model
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 …
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 …
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
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 …
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
Embodiments of the disclosure provide systems and methods for segmenting a medical
image. An exemplary system includes a communication interface configured to receive the …
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 …
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 …
thereon instructions and at least one hardware processor configured to execute the …