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1. WO2020091882 - SYSTEMS AND METHODS FOR DOMAIN ADAPTATION IN NEURAL NETWORKS USING DOMAIN CLASSIFIER

Publication Number WO/2020/091882
Publication Date 07.05.2020
International Application No. PCT/US2019/048397
International Filing Date 27.08.2019
IPC
G06N 3/04 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architecture, e.g. interconnection topology
CPC
G06N 3/0454
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
0454using a combination of multiple neural nets
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
Applicants
  • SONY INTERACTIVE ENTERTAINMENT INC. [JP]/[JP]
  • CHEN, Ruxin [US]/[US] (US)
  • CHEN, Min-Hung [US]/[US] (US)
  • YOO, Jaekwon [US]/[US] (US)
  • LIU, Xiaoyu [US]/[US] (US)
Inventors
  • CHEN, Ruxin
  • CHEN, Min-Hung
  • YOO, Jaekwon
  • LIU, Xiaoyu
Agents
  • ROGITZ, John L.
Priority Data
16/176,81231.10.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) SYSTEMS AND METHODS FOR DOMAIN ADAPTATION IN NEURAL NETWORKS USING DOMAIN CLASSIFIER
(FR) SYSTÈMES ET PROCÉDÉS D'ADAPTATION DE DOMAINE DANS DES RÉSEAUX NEURONAUX À L'AIDE D'UN CLASSIFICATEUR DE DOMAINE
Abstract
(EN)
A domain adaptation module (1800) is used to optimize a first domain (1802) derived from a second domain (1804) using respective outputs from respective parallel hidden layers of the domains.
(FR)
Un module d'adaptation de domaine (1800) est utilisé pour optimiser un premier domaine (1802) dérivé d'un second domaine (1804) à l'aide de sorties respectives provenant de couches cachées parallèles respectives des domaines.
Also published as
Latest bibliographic data on file with the International Bureau