SYSTEMS AND METHODS FOR DOMAIN ADAPTATION IN NEURAL NETWORKS USING CROSS-DOMAIN BATCH NORMALIZATION
Patent №
US 11,640,519
Granted
2023-05-02
Filed 2018
Owner
SONY INTERACTIVE ENTERTAINMENT INC.
Lab
—
AI components
5
ml · nlp · vision · speech · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16176949
A domain adaptation module is used to optimize a first domain derived from a second domain using respective outputs from respective parallel hidden layers of the domains.
Machine learningNatural languageVisionSpeechAI hardwareG06N 3/045G06N 3/044G06N 3/0442G06N 3/0464G06N 3/08G06N 3/084G06N 3/088G06N 3/0895+4 more
AI classification
Machine learning1.00
Speech1.00
Vision1.00
AI hardware1.00
Natural language0.98
Evolutionary computation0.14
Knowledge representation0.04
Planning0.03
Ownership
SONY INTERACTIVE ENTERTAINMENT INC.
assignment · 492910484
Assignors
CHEN, RUXIN, LIU, XIAOYU, YOO, JAEKWON, CHEN, MIN-HUNG
On an employer assignment, the assignors are typically the inventors.
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