On-device neural networks for natural language understanding

S Ravi, Z Kozareva - US Patent 10,885,277, 2021 - Google Patents
The present disclosure provides projection neural networks and example applications
thereof. In particular, the present disclosure provides a number of different architectures for …

Object recognition with reduced neural network weight precision

Z Ji, I Ovsiannikov, YM Wang, SHI Lilong - US Patent 10,417,525, 2019 - Google Patents
A client device configured with a neural network includes a processor, a memory, a user
interface, a communications interface, a power supply and an input device, wherein the …

Self-learning in distributed architecture for enhancing artificial neural network

A Mondello, A Troia - US Patent 11,328,210, 2022 - Google Patents
A vehicle having the first ANN model initially installed therein to generate outputs from inputs
generated by one or more sensors of the vehicle. The vehicle selects an input based on an …

Application development platform and software development kits that provide comprehensive machine learning services

S Ravi, G Menghani, P Kaliamoorthi, Y Fan - US Patent 11,410,044, 2022 - Google Patents
The present disclosure provides an application development platform and associated
software development kits (“SDKs”) that provide comprehensive services for generation …

Projection neural networks

S Ravi - US Patent 10,748,066, 2020 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for a projection neural network. In one aspect, a projection neural network …

Method and apparatus for generating training data to train student model using teacher model

OH Dokwan, H Yoonsuk - US Patent 12,039,016, 2024 - Google Patents
Disclosed is a training data generating apparatus and method to change output data
inappropriate for training a student model to an ignore value such that the inappropriate …

Depth map estimation with stereo images

V Taimouri, M Cordonnier, KM Lee… - US Patent …, 2019 - Google Patents
Vehicles can be equipped to operate in both autonomous and occupant piloted mode. While
operating in either mode, an array of sensors can be used to pilot the vehicle including …

Adversarial teacher-student learning for unsupervised domain adaptation

J Li, Z Meng, Y Gong - US Patent 10,643,602, 2020 - Google Patents
Methods, systems, and computer programs are presented for training, with adversarial
constraints, a student model for speech recognition based on a teacher model. One method …

Domain adaptation in speech recognition via teacher-student learning

J Li, ML Seltzer, X Wang, R Zhao, Y Gong - US Patent 10,885,900, 2021 - Google Patents
Improvements in speech recognition in a new domain are provided via the student/teacher
training of models for different speech domains. A student model for a new domain is …

Apparatus and method for student-teacher transfer learning network using knowledge bridge

JY Kim, M El-Khamy, J Lee - US Patent 11,195,093, 2021 - Google Patents
An apparatus, a method, a method of manufacturing and apparatus, and a method of
constructing an integrated circuit are provided. The apparatus includes a teacher network; a …