JP2021503662A - ニューラルネットワークのモデルの訓練 - Google Patents

ニューラルネットワークのモデルの訓練 Download PDF

Info

Publication number
JP2021503662A
JP2021503662A JP2020527768A JP2020527768A JP2021503662A JP 2021503662 A JP2021503662 A JP 2021503662A JP 2020527768 A JP2020527768 A JP 2020527768A JP 2020527768 A JP2020527768 A JP 2020527768A JP 2021503662 A JP2021503662 A JP 2021503662A
Authority
JP
Japan
Prior art keywords
data
processor
model
user
loss function
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.)
Pending
Application number
JP2020527768A
Other languages
English (en)
Japanese (ja)
Other versions
JP2021503662A5 (https=
Inventor
エリック ブレシュ
エリック ブレシュ
ウルフ グロッセカソーファー
ウルフ グロッセカソーファー
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of JP2021503662A publication Critical patent/JP2021503662A/ja
Publication of JP2021503662A5 publication Critical patent/JP2021503662A5/ja
Pending legal-status Critical Current

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
    • 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
    • G06N3/09—Supervised learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Processing Or Creating Images (AREA)
JP2020527768A 2017-11-20 2018-11-20 ニューラルネットワークのモデルの訓練 Pending JP2021503662A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762588575P 2017-11-20 2017-11-20
US62/588,575 2017-11-20
PCT/EP2018/081838 WO2019097071A1 (en) 2017-11-20 2018-11-20 Training a neural network model

Publications (2)

Publication Number Publication Date
JP2021503662A true JP2021503662A (ja) 2021-02-12
JP2021503662A5 JP2021503662A5 (https=) 2022-01-04

Family

ID=64426920

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2020527768A Pending JP2021503662A (ja) 2017-11-20 2018-11-20 ニューラルネットワークのモデルの訓練

Country Status (5)

Country Link
US (1) US20190156204A1 (https=)
EP (1) EP3714405A1 (https=)
JP (1) JP2021503662A (https=)
CN (1) CN111656372A (https=)
WO (1) WO2019097071A1 (https=)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2022190874A (ja) * 2021-06-15 2022-12-27 日本電信電話株式会社 学習装置、学習方法及びプログラム
WO2025009063A1 (ja) * 2023-07-04 2025-01-09 日本電信電話株式会社 学習装置、学習方法、及びプログラム
JP2026502028A (ja) * 2023-11-14 2026-01-21 江原大学校産学協力団 心電図復元モデル生成装置、心電図復元モデル生成方法および心電図復元方法

Families Citing this family (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10572775B2 (en) * 2017-12-05 2020-02-25 X Development Llc Learning and applying empirical knowledge of environments by robots
US11676220B2 (en) 2018-04-20 2023-06-13 Meta Platforms, Inc. Processing multimodal user input for assistant systems
US11886473B2 (en) 2018-04-20 2024-01-30 Meta Platforms, Inc. Intent identification for agent matching by assistant systems
US10963273B2 (en) * 2018-04-20 2021-03-30 Facebook, Inc. Generating personalized content summaries for users
US11715042B1 (en) 2018-04-20 2023-08-01 Meta Platforms Technologies, Llc Interpretability of deep reinforcement learning models in assistant systems
US11307880B2 (en) 2018-04-20 2022-04-19 Meta Platforms, Inc. Assisting users with personalized and contextual communication content
KR102718664B1 (ko) 2018-05-25 2024-10-18 삼성전자주식회사 영상 처리를 위한 네트워크 조정 방법 및 장치
CN108764185B (zh) * 2018-06-01 2022-07-19 京东方科技集团股份有限公司 一种图像处理方法及装置
US11301718B2 (en) * 2018-12-28 2022-04-12 Vizit Labs, Inc. Systems, methods, and storage media for training a machine learning model
US12293294B2 (en) 2018-12-28 2025-05-06 Vizit Labs, Inc. Systems and methods for image or video performance heat map generation
US12046062B2 (en) 2019-06-27 2024-07-23 Tata Consultancy Services Limited Intelligent visual reasoning over graphical illustrations using a MAC unit
DE102019209463A1 (de) * 2019-06-27 2020-12-31 Robert Bosch Gmbh Verfahren zur Bestimmung eines Vertrauenswertes eines Objektes einer Klasse
JP2021015425A (ja) * 2019-07-11 2021-02-12 富士通株式会社 学習方法、学習プログラム及び学習装置
CN110688942B (zh) * 2019-09-25 2023-05-26 西安邮电大学 一种基于InResNet网络的心电信号联合识别模块及方法
US11861674B1 (en) 2019-10-18 2024-01-02 Meta Platforms Technologies, Llc Method, one or more computer-readable non-transitory storage media, and a system for generating comprehensive information for products of interest by assistant systems
US12574627B2 (en) * 2019-10-18 2026-03-10 Meta Platforms Technologies, Llc Smart cameras enabled by assistant systems
US11567788B1 (en) 2019-10-18 2023-01-31 Meta Platforms, Inc. Generating proactive reminders for assistant systems
KR102402011B1 (ko) * 2020-02-18 2022-05-27 재단법인 아산사회복지재단 의료영상 처리 장치와 그 의료영상 학습 방법 및 의료영상 처리 방법
US11449716B2 (en) * 2020-03-31 2022-09-20 International Business Machines Corporation Model training using partially-annotated images
US11526694B2 (en) 2020-03-31 2022-12-13 International Business Machines Corporation Model training using fully and partially-annotated images
DE112021002345T5 (de) * 2020-04-16 2023-04-06 Koninklijke Philips N.V. Unterstützung eines benutzers bei der durchführung einer medizinischen ultraschalluntersuchung
US11651499B2 (en) 2020-09-17 2023-05-16 International Business Machines Corporation Reducing structural redundancy in automatic image segmentation
KR102899905B1 (ko) * 2020-10-07 2025-12-18 삼성전자주식회사 인공 신경망을 이용한 추론을 위한 트레이닝 방법, 인공 신경망을 이용한 추론 방법, 및 추론 장치
CN112603330B (zh) * 2020-12-28 2022-07-26 中国科学院微电子研究所 心电信号识别分类方法
CN112732913B (zh) * 2020-12-30 2023-08-22 平安科技（深圳）有限公司 一种非均衡样本的分类方法、装置、设备及存储介质
US12315218B2 (en) * 2022-07-06 2025-05-27 Shanghai United Imaging Intelligence Co., Ltd. Systems and methods for tracking groups of objects in medical images
US12456240B2 (en) * 2022-12-19 2025-10-28 Immunitybio, Inc. Fiducial localization with sparse annotations
FR3148661B1 (fr) * 2023-05-11 2026-04-17 St Microelectronics Int Nv Contrôle de la luminosité d’un écran
US20250119445A1 (en) * 2023-10-07 2025-04-10 Jpmorgan Chase Bank, N.A. System and method for providing advanced neuron-level vulnerability analysis in neural network-based models
WO2026084200A1 (ko) * 2024-10-15 2026-04-23 재단법인 한국마이크로의료로봇연구원 인공지능 기반 시선 추적 시스템 및 방법

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2017007626A1 (en) * 2015-07-09 2017-01-12 Qualcomm Incorporated Context-based priors for object detection in images

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2577963A1 (en) * 2010-05-26 2013-04-10 Ramot at Tel Aviv University, Ltd. Method and system for correcting gaze offset
US10185803B2 (en) * 2015-06-15 2019-01-22 Deep Genomics Incorporated Systems and methods for classifying, prioritizing and interpreting genetic variants and therapies using a deep neural network
US10089576B2 (en) * 2015-07-28 2018-10-02 Microsoft Technology Licensing, Llc Representation learning using multi-task deep neural networks
WO2017189758A1 (en) * 2016-04-26 2017-11-02 Ascend Hit Llc System and methods for medical image analysis and reporting
CN107016665B (zh) * 2017-02-16 2021-05-04 浙江大学 一种基于深度卷积神经网络的ct肺结节检测方法
CN106713929B (zh) * 2017-02-16 2019-06-28 清华大学深圳研究生院 一种基于深度神经网络的视频帧间预测增强方法

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2017007626A1 (en) * 2015-07-09 2017-01-12 Qualcomm Incorporated Context-based priors for object detection in images

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
WANG, XIN, ET AL.: "Gaze latent support vector machine for image classification improved by weakly supervised region sel", PATTERN RECOGNITION, vol. 72, JPN6022055771, 3 July 2017 (2017-07-03), pages 59 - 71, ISSN: 0005124084 *
ZHOU, BOLEI, ET AL.: "Learning Deep Features for Discriminative Localization", 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), JPN6022055772, 2016, pages 2921 - 2929, ISSN: 0005124085 *
矢倉大夢、外４名: "ＣＮＮと注意機構による画像化されたマルウェアの解析手法", コンピュータセキュリティシンポジウム２０１７論文集, vol. 2017, no. 2, JPN6022055773, 16 October 2017 (2017-10-16), JP, pages 1381 - 1388, ISSN: 0005124086 *
磯沼大、外６名: "業績推定とのマルチタスク学習による決算短信からの重要文抽出", 電子情報通信学会技術研究報告, vol. 116, no. 451, JPN6022055776, 2 February 2017 (2017-02-02), JP, pages 45 - 50, ISSN: 0005124087 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2022190874A (ja) * 2021-06-15 2022-12-27 日本電信電話株式会社 学習装置、学習方法及びプログラム
JP7572684B2 (ja) 2021-06-15 2024-10-24 日本電信電話株式会社 学習装置、学習方法及びプログラム
WO2025009063A1 (ja) * 2023-07-04 2025-01-09 日本電信電話株式会社 学習装置、学習方法、及びプログラム
JP2026502028A (ja) * 2023-11-14 2026-01-21 江原大学校産学協力団 心電図復元モデル生成装置、心電図復元モデル生成方法および心電図復元方法

Also Published As

Publication number Publication date
CN111656372A (zh) 2020-09-11
RU2020120475A (ru) 2021-12-22
US20190156204A1 (en) 2019-05-23
EP3714405A1 (en) 2020-09-30
WO2019097071A1 (en) 2019-05-23

Similar Documents

Publication Publication Date Title
JP2021503662A (ja) ニューラルネットワークのモデルの訓練
US10496898B2 (en) State detection using machine-learning model trained on simulated image data
KR102014385B1 (ko) 수술영상 학습 및 학습 기반 수술동작 인식 방법 및 장치
CN110785767B (zh) 紧凑的无语言面部表情嵌入和新颖三元组的训练方案
JP7335370B2 (ja) ３次元姿勢推定データを生成するためのコンピュータ実装方法、データ処理装置およびコンピュータプログラム
KR20240147405A (ko) 지능형 생성 컨텐츠 및 탠덤 컴퓨팅을 갖는 대화형 디스플레이를 위한 방법 및 시스템
Szwoch et al. Facial emotion recognition using depth data
Murtaza et al. Analysis of face recognition under varying facial expression: a survey.
CN119620870B (zh) 一种电脑电视一体机控制方法、系统及装置
Samadiani et al. A multiple feature fusion framework for video emotion recognition in the wild
CN119004195B (zh) 基于姿势识别的智能投影方法、系统、介质及程序产品
CN119763175A (zh) 一种多模态情绪识别方法以及心理干预系统
Purps et al. Reconstructing facial expressions of hmd users for avatars in vr
CN120088711A (zh) 一种基于大模型的多摄像头视频人群分析系统与方法
Sánchez et al. Facial expression recognition via transfer learning in cooperative game paradigms for enhanced social AI
Shaila et al. Emotion estimation from nose feature using pyramid structure
Mao et al. A deep learning approach to track Arabidopsis seedlings’ circumnutation from time-lapse videos
Benavent-Lledo et al. Predicting human-object interactions in egocentric videos
Dhandapani et al. Body language recognition using machine learning
RU2788482C2 (ru) Тренировка модели нейронной сети
Vilchis et al. Action unit intensity regression for facial MoCap aimed towards digital humans
Guo et al. ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
Colantoni et al. When dance video archives challenge computer vision
Dam et al. Paindiffusion: Learning to express pain
JP2021033394A (ja) 感情推定システム、感情推定方法、プログラムおよび予測モデル

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20211118

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20211118

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20221129

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20230106

A02 Decision of refusal

Free format text: JAPANESE INTERMEDIATE CODE: A02

Effective date: 20230808