KR102806514B1 - 뉴럴 네트워크들에서의 러닝을 트랜스퍼하기 위한 장치들 및 방법들 - Google Patents

뉴럴 네트워크들에서의 러닝을 트랜스퍼하기 위한 장치들 및 방법들 Download PDF

Info

Publication number
KR102806514B1
KR102806514B1 KR1020187001459A KR20187001459A KR102806514B1 KR 102806514 B1 KR102806514 B1 KR 102806514B1 KR 1020187001459 A KR1020187001459 A KR 1020187001459A KR 20187001459 A KR20187001459 A KR 20187001459A KR 102806514 B1 KR102806514 B1 KR 102806514B1
Authority
KR
South Korea
Prior art keywords
data
neural network
trained
labeled data
labeled
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
KR1020187001459A
Other languages
English (en)
Korean (ko)
Other versions
KR20180034395A (ko
Inventor
카시미어 매튜 비어진스키
Original Assignee
퀄컴 인코포레이티드
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 퀄컴 인코포레이티드 filed Critical 퀄컴 인코포레이티드
Publication of KR20180034395A publication Critical patent/KR20180034395A/ko
Application granted granted Critical
Publication of KR102806514B1 publication Critical patent/KR102806514B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/096—Transfer learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/10—Interfaces, programming languages or software development kits, e.g. for simulating neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Image Analysis (AREA)
KR1020187001459A 2015-07-22 2016-06-27 뉴럴 네트워크들에서의 러닝을 트랜스퍼하기 위한 장치들 및 방법들 Active KR102806514B1 (ko)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201562195763P 2015-07-22 2015-07-22
US62/195,763 2015-07-22
US14/851,911 US10878320B2 (en) 2015-07-22 2015-09-11 Transfer learning in neural networks
US14/851,911 2015-09-11
PCT/US2016/039661 WO2017052709A2 (en) 2015-07-22 2016-06-27 Transfer learning in neural networks

Publications (2)

Publication Number Publication Date
KR20180034395A KR20180034395A (ko) 2018-04-04
KR102806514B1 true KR102806514B1 (ko) 2025-05-12

Family

ID=57837368

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020187001459A Active KR102806514B1 (ko) 2015-07-22 2016-06-27 뉴럴 네트워크들에서의 러닝을 트랜스퍼하기 위한 장치들 및 방법들

Country Status (7)

Country Link
US (1) US10878320B2 (enExample)
EP (2) EP3869415A1 (enExample)
JP (1) JP6869948B2 (enExample)
KR (1) KR102806514B1 (enExample)
CN (1) CN107851213B (enExample)
BR (1) BR112018001230A2 (enExample)
WO (1) WO2017052709A2 (enExample)

Families Citing this family (110)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10835861B2 (en) 2014-11-20 2020-11-17 Arizona Board Of Regents On Behalf Of Arizona State University Systems and methods for generating liquid water from air
US11537262B1 (en) 2015-07-21 2022-12-27 Monotype Imaging Inc. Using attributes for font recommendations
US20170178346A1 (en) * 2015-12-16 2017-06-22 High School Cube, Llc Neural network architecture for analyzing video data
TWI718284B (zh) 2016-04-07 2021-02-11 美商零質量純水股份有限公司 太陽能加熱單元
US10357739B2 (en) 2016-05-20 2019-07-23 Zero Mass Water Inc. Systems and methods for water extraction control
US11188823B2 (en) 2016-05-31 2021-11-30 Microsoft Technology Licensing, Llc Training a neural network using another neural network
US10380480B2 (en) * 2016-05-31 2019-08-13 Microsoft Technology Licensing, Llc Changeover from one neural network to another neural network
CN111310893B (zh) * 2016-08-05 2023-11-21 中科寒武纪科技股份有限公司 一种用于执行神经网络运算的装置及方法
US20180060728A1 (en) * 2016-08-31 2018-03-01 Microsoft Technology Licensing, Llc Deep Embedding Forest: Forest-based Serving with Deep Embedding Features
US11315018B2 (en) * 2016-10-21 2022-04-26 Nvidia Corporation Systems and methods for pruning neural networks for resource efficient inference
US11620511B2 (en) 2017-02-17 2023-04-04 Canary Capital Llc Solution for training a neural network system
WO2018159666A1 (en) * 2017-03-01 2018-09-07 Omron Corporation Learning apparatus, learning result using apparatus, learning method and learning program
CN108229325A (zh) * 2017-03-16 2018-06-29 北京市商汤科技开发有限公司 人脸检测方法和系统、电子设备、程序和介质
US10497084B2 (en) 2017-04-24 2019-12-03 Intel Corporation Efficient sharing and compression expansion of data across processing systems
EP3596655B1 (en) * 2017-06-05 2023-08-09 Siemens Aktiengesellschaft Method and apparatus for analysing an image
CN110969250B (zh) * 2017-06-15 2023-11-10 北京图森智途科技有限公司 一种神经网络训练方法及装置
MY206477A (en) 2017-07-14 2024-12-18 Source Global Pbc Systems for controlled treatment of water with ozone and related methods therefor
KR102570278B1 (ko) 2017-07-31 2023-08-24 삼성전자주식회사 교사 모델로부터 학생 모델을 트레이닝하는데 사용되는 학습 데이터를 생성하는 장치 및 방법
US10489693B2 (en) * 2017-08-03 2019-11-26 Motorola Solutions, Inc. Method and apparatus for distributed edge learning
WO2019050866A1 (en) 2017-09-05 2019-03-14 Zero Mass Water, Inc. SYSTEMS AND METHODS FOR MANAGING THE PRODUCTION AND DISTRIBUTION OF LIQUID WATER EXTRACTED FROM AIR
MX2020002481A (es) 2017-09-05 2021-02-15 Zero Mass Water Inc Sistemas y metodos para producir agua liquida extraida del aire.
US11334750B2 (en) 2017-09-07 2022-05-17 Monotype Imaging Inc. Using attributes for predicting imagery performance
US10909429B2 (en) 2017-09-27 2021-02-02 Monotype Imaging Inc. Using attributes for identifying imagery for selection
MX2020004213A (es) 2017-10-06 2021-01-15 Zero Mass Water Inc Sistemas para generar agua con calor residual y metodos relacionados para lo mismo.
CN107704877B (zh) * 2017-10-09 2020-05-29 哈尔滨工业大学深圳研究生院 一种基于深度学习的图像隐私感知方法
US10607135B2 (en) * 2017-10-19 2020-03-31 General Electric Company Training an auto-encoder on a single class
US10460440B2 (en) 2017-10-24 2019-10-29 General Electric Company Deep convolutional neural network with self-transfer learning
WO2019089578A1 (en) * 2017-10-30 2019-05-09 Monotype Imaging Inc. Font identification from imagery
WO2019096754A1 (en) 2017-11-20 2019-05-23 Koninklijke Philips N.V. Training first and second neural network models
SG11202005334RA (en) 2017-12-06 2020-07-29 Zero Mass Water Inc Systems for constructing hierarchical training data sets for use with machine-learning and related methods therefor
CN111492366B (zh) * 2017-12-21 2024-08-13 华为技术有限公司 一种信息检测方法及移动设备
US11160223B2 (en) 2018-02-18 2021-11-02 Source Global, PBC Systems for generating water for a container farm and related methods therefor
US10140553B1 (en) 2018-03-08 2018-11-27 Capital One Services, Llc Machine learning artificial intelligence system for identifying vehicles
US11607644B2 (en) 2018-05-11 2023-03-21 Source Global, PBC Systems for generating water using exogenously generated heat, exogenously generated electricity, and exhaust process fluids and related methods therefor
US11182721B2 (en) * 2018-05-22 2021-11-23 International Business Machines Corporation Healthcare risk analytics
US10678830B2 (en) 2018-05-31 2020-06-09 Fmr Llc Automated computer text classification and routing using artificial intelligence transfer learning
KR102700357B1 (ko) * 2018-06-04 2024-08-30 삼성전자주식회사 딥 블라인드 전의 학습
KR102096388B1 (ko) * 2018-06-05 2020-04-06 네이버 주식회사 모바일 환경에서 실시간 추론이 가능한 ｄｎｎ 구성을 위한 최적화 기법
US10657377B2 (en) 2018-06-12 2020-05-19 At&T Intellectual Property I, L.P. Model-driven learning for video analytics
US12322161B2 (en) * 2018-06-18 2025-06-03 Teledyne Flir Commercial Systems, Inc. Closed loop automatic dataset creation systems and methods
US11501156B2 (en) 2018-06-28 2022-11-15 International Business Machines Corporation Detecting adversarial attacks through decoy training
WO2020003990A1 (ja) * 2018-06-28 2020-01-02 富士フイルム株式会社 医用画像処理装置及び方法、機械学習システム、プログラム並びに記憶媒体
US10720151B2 (en) * 2018-07-27 2020-07-21 Deepgram, Inc. End-to-end neural networks for speech recognition and classification
CN109189921B (zh) * 2018-08-07 2021-09-07 创新先进技术有限公司 评论评估模型的训练方法和装置
JP7289658B2 (ja) * 2018-09-07 2023-06-12 株式会社フジクラ 分類装置、分類方法、分類プログラム、及び検査装置
US11429856B2 (en) 2018-09-12 2022-08-30 International Business Machines Corporation Neural networks adaptive boosting using semi-supervised learning
US12047167B2 (en) 2018-09-27 2024-07-23 Intel Corporation Feature detection in collaborative radio networks
US11710029B2 (en) * 2018-09-28 2023-07-25 Intel Corporation Methods and apparatus to improve data training of a machine learning model using a field programmable gate array
WO2020068360A1 (en) 2018-09-28 2020-04-02 Apple Inc. Distributed labeling for supervised learning
EP3866948A1 (en) 2018-10-19 2021-08-25 Source Global, Pbc Systems and methods for generating liquid water using highly efficient techniques that optimize production
US20200124566A1 (en) 2018-10-22 2020-04-23 Zero Mass Water, Inc. Systems and methods for detecting and measuring oxidizing compounds in test fluids
DE102018218098A1 (de) * 2018-10-23 2020-04-23 Volkswagen Aktiengesellschaft Verfahren und Vorrichtung zum Abstrahieren eines Datensatzes
DE102018218097A1 (de) * 2018-10-23 2020-04-23 Volkswagen Aktiengesellschaft Verfahren, Vorrichtung, Zentraleinrichtung und System zum Erkennen einer Verteilungsverschiebung in einer Daten- und/oder Merkmalsverteilung von Eingangsdaten
US10810513B2 (en) * 2018-10-25 2020-10-20 The Boeing Company Iterative clustering for machine learning model building
US11640519B2 (en) 2018-10-31 2023-05-02 Sony Interactive Entertainment Inc. Systems and methods for domain adaptation in neural networks using cross-domain batch normalization
US11494612B2 (en) 2018-10-31 2022-11-08 Sony Interactive Entertainment Inc. Systems and methods for domain adaptation in neural networks using domain classifier
WO2020152487A1 (en) 2018-11-13 2020-07-30 The Nielsen Compy (Us), Llc Methods and apparatus to perform image analyses in a computing environment
US11151425B2 (en) 2018-11-13 2021-10-19 Nielsen Consumer Llc Methods and apparatus to perform image analyses in a computing environment
KR102184278B1 (ko) * 2018-11-21 2020-11-30 한국과학기술원 메타학습에 기반한 임의의 목표 데이터셋과 모델 구조로의 전이학습 방법 및 시스템
CN109766954B (zh) 2019-01-31 2020-12-04 北京市商汤科技开发有限公司 一种目标对象处理方法、装置、电子设备及存储介质
CN109946968B (zh) * 2019-03-27 2022-03-25 北京快电科技有限公司 一种楼宇内分布式能源匹配系统和方法
US11257483B2 (en) * 2019-03-29 2022-02-22 Intel Corporation On-device neural network adaptation with binary mask learning for language understanding systems
AU2020262259B2 (en) 2019-04-22 2025-09-11 Source Global, PBC Water vapor adsorption air drying system and method for generating liquid water from air
KR20200129457A (ko) 2019-05-08 2020-11-18 삼성전자주식회사 학습을 수행하는 뉴럴 네트워크 시스템, 그것의 학습 방법 및 뉴럴 네트워크 프로세서의 전이 학습 방법
US11244671B2 (en) 2019-05-09 2022-02-08 Samsung Electronics Co., Ltd. Model training method and apparatus
US11429564B2 (en) 2019-06-18 2022-08-30 Bank Of America Corporation File transferring using artificial intelligence
WO2020260925A1 (en) * 2019-06-24 2020-12-30 Mcguinness Fergal System for evaluating and replicating acturial calculation patterns using neural imaging and method thereof
US11829871B2 (en) 2019-08-20 2023-11-28 Lg Electronics Inc. Validating performance of a neural network trained using labeled training data
US11741370B2 (en) * 2019-08-28 2023-08-29 International Business Machines Corporation Transfer learning based on cross-domain homophily influences
US11475297B2 (en) 2019-08-28 2022-10-18 International Business Machines Corporation Cross-domain homophily quantification for transfer learning
EP3963872B1 (en) * 2019-08-30 2024-01-17 Samsung Electronics Co., Ltd. Electronic apparatus for applying personalized artificial intelligence model to another model
CN110610242B (zh) * 2019-09-02 2023-11-14 深圳前海微众银行股份有限公司 一种联邦学习中参与者权重的设置方法及装置
CN110598603A (zh) * 2019-09-02 2019-12-20 深圳力维智联技术有限公司 人脸识别模型获取方法、装置、设备和介质
US20210089921A1 (en) * 2019-09-25 2021-03-25 Nvidia Corporation Transfer learning for neural networks
CN110851783B (zh) * 2019-11-12 2021-10-08 华中科技大学 一种用于脑机接口校准的异构标签空间迁移学习方法
US11922303B2 (en) * 2019-11-18 2024-03-05 Salesforce, Inc. Systems and methods for distilled BERT-based training model for text classification
CN112825143A (zh) * 2019-11-20 2021-05-21 北京眼神智能科技有限公司 深度卷积神经网络压缩方法、装置、存储介质及设备
KR20210073300A (ko) 2019-12-10 2021-06-18 삼성전자주식회사 뉴럴 네트워크 장치, 이의 동작 방법 및, 이를 포함하는 뉴럴 네트워크 시스템
JP7298825B2 (ja) * 2019-12-24 2023-06-27 株式会社 東京ウエルズ 学習支援装置、学習装置、学習支援方法及び学習支援プログラム
US11580405B2 (en) * 2019-12-26 2023-02-14 Sap Se Domain adaptation of deep neural networks
CN111442926B (zh) * 2020-01-11 2021-09-21 哈尔滨理工大学 一种基于深层特征迁移的变负载下不同型号滚动轴承故障诊断方法
EP4096694A4 (en) 2020-01-30 2024-01-24 Prognomiq Inc LUNG BIOMARKERS AND METHODS OF USE THEREOF
US11087883B1 (en) * 2020-04-02 2021-08-10 Blue Eye Soft, Inc. Systems and methods for transfer-to-transfer learning-based training of a machine learning model for detecting medical conditions
US11514318B2 (en) * 2020-04-08 2022-11-29 International Business Machines Corporation Multi-source transfer learning from pre-trained networks
KR102421349B1 (ko) * 2020-05-07 2022-07-14 에스케이텔레콤 주식회사 샘플 기반 정규화 기법을 이용한 전이 학습장치 및 방법
KR20230014725A (ko) * 2020-05-21 2023-01-30 엘지전자 주식회사 온-디바이스 학습 기반 기계 학습 네트워크를 이용한 무선 통신 방법
FI20205565A1 (en) * 2020-06-01 2021-12-02 Nokia Technologies Oy APPARATUS, METHOD AND COMPUTER PROGRAM FOR ACCELERATING BEAM MESH OPTIMIZATION USING TRANSFER LEARNING
CN111832277B (zh) * 2020-06-04 2024-03-26 北京百度网讯科技有限公司 阅读理解模型的训练方法及阅读理解处理方法
KR102208685B1 (ko) * 2020-07-23 2021-01-28 주식회사 어반베이스 데이터 증강 기반 공간 분석 모델 학습 장치 및 방법
US11824977B2 (en) * 2020-07-28 2023-11-21 Arm Limited Data processing system and method
WO2022038660A1 (ja) * 2020-08-17 2022-02-24 日本電信電話株式会社 情報処理装置、情報処理方法、および、情報処理プログラム
US12380356B2 (en) * 2020-08-17 2025-08-05 Microsoft Technology Licensing, Llc Identifying noise in verbal feedback using artificial text from non-textual parameters and transfer learning
CN112001321B (zh) * 2020-08-25 2024-06-14 商汤国际私人有限公司 网络训练、行人重识别方法及装置、电子设备和存储介质
MX2023004915A (es) 2020-10-27 2023-07-21 Source Global Pbc Sistemas y metodos para el tratamiento y almacenamiento de agua.
US12216740B2 (en) 2021-01-08 2025-02-04 Bank Of America Corporation Data source evaluation platform for improved generation of supervised learning models
AU2022210999A1 (en) 2021-01-19 2023-08-24 Source Global, PBC Systems and methods for generating water from air
CN114781469B (zh) * 2021-01-20 2025-09-23 富士通株式会社 信息处理装置和信息处理方法
CN112905213B (zh) * 2021-03-26 2023-08-08 中国重汽集团济南动力有限公司 一种基于卷积神经网络实现ecu刷写参数优化的方法及系统
US12334190B2 (en) 2021-03-31 2025-06-17 PrognomIQ, Inc. Multi-omic assessment using proteins and nucleic acids
USD1094637S1 (en) 2021-04-21 2025-09-23 Source Global, PBC Water generation panel
EP4348528A4 (en) * 2021-05-28 2024-10-09 Visa International Service Association Metamodel and feature generation for rapid and accurate anomaly detection
CN113204750B (zh) * 2021-05-28 2023-11-17 南京大学 基于用户意图的安卓资源权限动态管理系统及其实现方法
JP7663905B2 (ja) * 2021-07-15 2025-04-17 グローリー株式会社 教師データ生成装置、学習モデル生成装置、および教師データの生成方法
WO2023039479A1 (en) * 2021-09-10 2023-03-16 PrognomIQ, Inc. Direct classification of raw biomolecule measurement data
AU2022341187A1 (en) 2021-09-13 2024-03-21 PrognomIQ, Inc. Enhanced detection and quantitation of biomolecules
US12486184B2 (en) 2021-10-08 2025-12-02 Source Global, PBC Systems and methods for water production, treatment, adjustment and storage
CN114118236B (zh) * 2021-11-10 2025-04-11 杭州海康威视数字技术股份有限公司 训练智能模型的方法及装置
US12415270B2 (en) * 2021-12-17 2025-09-16 Nvidia Corporation Neural networks to generate robotic task demonstrations
WO2023132384A1 (ko) * 2022-01-06 2023-07-13 엘지전자 주식회사 전이 학습 수행 방법, 통신 기기, 프로세싱 장치 및 저장 매체
US12406469B1 (en) * 2022-09-23 2025-09-02 Amazon Technologies, Inc. Class-incremental learning with pretrained machine learning models

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012084117A (ja) * 2010-09-13 2012-04-26 Tokyo Institute Of Technology 属性の学習及び転移システム、認識器生成装置、認識器生成方法及び認識装置

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5224203A (en) * 1990-08-03 1993-06-29 E. I. Du Pont De Nemours & Co., Inc. On-line process control neural network using data pointers
US5481621A (en) * 1992-05-28 1996-01-02 Matsushita Electric Industrial Co., Ltd. Device and method for recognizing an image based on a feature indicating a relative positional relationship between patterns
BR0309322A (pt) * 2002-04-19 2007-03-06 Computer Ass Think Inc dados numéricos e/ou não numéricos misturados de processamento
US7835910B1 (en) 2003-05-29 2010-11-16 At&T Intellectual Property Ii, L.P. Exploiting unlabeled utterances for spoken language understanding
US7603330B2 (en) 2006-02-01 2009-10-13 Honda Motor Co., Ltd. Meta learning for question classification
US9165051B2 (en) * 2010-08-24 2015-10-20 Board Of Trustees Of The University Of Illinois Systems and methods for detecting a novel data class
US8577820B2 (en) 2011-03-04 2013-11-05 Tokyo Electron Limited Accurate and fast neural network training for library-based critical dimension (CD) metrology
US9179381B2 (en) * 2011-09-29 2015-11-03 Qualcomm Incorporated Reducing network-initiated QoS interruption time when radio and core networks are out of synchronization due to different underlying technologies
US9317779B2 (en) 2012-04-06 2016-04-19 Brigham Young University Training an image processing neural network without human selection of features
US9165258B2 (en) 2012-12-10 2015-10-20 Hewlett-Packard Development Company, L.P. Generating training documents
US9460711B1 (en) * 2013-04-15 2016-10-04 Google Inc. Multilingual, acoustic deep neural networks
US9715660B2 (en) * 2013-11-04 2017-07-25 Google Inc. Transfer learning for deep neural network based hotword detection
US20160132786A1 (en) * 2014-11-12 2016-05-12 Alexandru Balan Partitioning data for training machine-learning classifiers
KR20160091786A (ko) * 2015-01-26 2016-08-03 삼성전자주식회사 사용자 관리 방법 및 사용자 관리 장치
US20160253597A1 (en) * 2015-02-27 2016-09-01 Xerox Corporation Content-aware domain adaptation for cross-domain classification
KR102492318B1 (ko) 2015-09-18 2023-01-26 삼성전자주식회사 모델 학습 방법 및 장치, 및 데이터 인식 방법

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012084117A (ja) * 2010-09-13 2012-04-26 Tokyo Institute Of Technology 属性の学習及び転移システム、認識器生成装置、認識器生成方法及び認識装置

Also Published As

Publication number Publication date
KR20180034395A (ko) 2018-04-04
EP3869415A1 (en) 2021-08-25
WO2017052709A2 (en) 2017-03-30
JP2018525734A (ja) 2018-09-06
WO2017052709A3 (en) 2017-05-04
BR112018001230A2 (pt) 2018-09-11
CN107851213B (zh) 2021-08-10
EP3326116A2 (en) 2018-05-30
US20170024641A1 (en) 2017-01-26
US10878320B2 (en) 2020-12-29
JP6869948B2 (ja) 2021-05-12
CN107851213A (zh) 2018-03-27

Similar Documents

Publication Publication Date Title
KR102806514B1 (ko) 뉴럴 네트워크들에서의 러닝을 트랜스퍼하기 위한 장치들 및 방법들
KR102595399B1 (ko) 미지의 클래스들의 검출 및 미지의 클래스들에 대한 분류기들의 초기화
KR102826736B1 (ko) 트레이닝된 머신 학습 모델의 성능을 개선시키는 방법
CN108431826B (zh) 自动检测视频图像中的对象
KR102570706B1 (ko) 분류를 위한 강제된 희소성
CN107533669B (zh) 滤波器特异性作为用于神经网络的训练准则
US20160283864A1 (en) Sequential image sampling and storage of fine-tuned features
WO2017023539A1 (en) Media classification

Legal Events

Date Code Title Description
E13-X000 Pre-grant limitation requested

St.27 status event code: A-2-3-E10-E13-lim-X000

PA0105 International application

St.27 status event code: A-0-1-A10-A15-nap-PA0105

PG1501 Laying open of application

St.27 status event code: A-1-1-Q10-Q12-nap-PG1501

A201 Request for examination
PA0201 Request for examination

St.27 status event code: A-1-2-D10-D11-exm-PA0201

P22-X000 Classification modified

St.27 status event code: A-2-2-P10-P22-nap-X000

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

St.27 status event code: A-1-2-D10-D21-exm-PE0902

E13-X000 Pre-grant limitation requested

St.27 status event code: A-2-3-E10-E13-lim-X000

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

P22-X000 Classification modified

St.27 status event code: A-2-2-P10-P22-nap-X000

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

St.27 status event code: A-1-2-D10-D22-exm-PE0701

GRNT Written decision to grant
PR0701 Registration of establishment

St.27 status event code: A-2-4-F10-F11-exm-PR0701

PR1002 Payment of registration fee

St.27 status event code: A-2-2-U10-U12-oth-PR1002

Fee payment year number: 1

PG1601 Publication of registration

St.27 status event code: A-4-4-Q10-Q13-nap-PG1601

PR1102 Extension of patent period due to registration delay

St.27 status event code: A-4-4-G10-G17-tad-PR1102

Protection beyond ip right term event data comment text: Claim Total Quantity : 0, Period Limitation Text : 187