JP2022518646A5 - - Google Patents

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Publication number
JP2022518646A5
JP2022518646A5 JP2021517369A JP2021517369A JP2022518646A5 JP 2022518646 A5 JP2022518646 A5 JP 2022518646A5 JP 2021517369 A JP2021517369 A JP 2021517369A JP 2021517369 A JP2021517369 A JP 2021517369A JP 2022518646 A5 JP2022518646 A5 JP 2022518646A5
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Japan
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data
training
iteration
machine learning
predictions
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JP2021517369A
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English (en)
Japanese (ja)
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JP7308262B2 (ja
JP2022518646A (ja
JPWO2020159568A5 (https=
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JP2021517369A 2019-01-30 2019-07-05 機械学習モデルのための動的なデータ選択 Active JP7308262B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
IN201941003803 2019-01-30
IN201941003803 2019-01-30
US16/458,924 US12555024B2 (en) 2019-01-30 2019-07-01 Dynamic data selection for a machine learning model
US16/458,924 2019-07-01
PCT/US2019/040693 WO2020159568A1 (en) 2019-01-30 2019-07-05 Dynamic data selection for a machine learning model

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JP2022518646A JP2022518646A (ja) 2022-03-16
JP2022518646A5 true JP2022518646A5 (https=) 2022-04-13
JPWO2020159568A5 JPWO2020159568A5 (https=) 2022-04-13
JP7308262B2 JP7308262B2 (ja) 2023-07-13

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US (1) US12555024B2 (https=)
EP (1) EP3918541A1 (https=)
JP (1) JP7308262B2 (https=)
CN (1) CN112789633B (https=)
WO (1) WO2020159568A1 (https=)

Families Citing this family (48)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11157014B2 (en) 2016-12-29 2021-10-26 Tesla, Inc. Multi-channel sensor simulation for autonomous control systems
US10678244B2 (en) 2017-03-23 2020-06-09 Tesla, Inc. Data synthesis for autonomous control systems
US11893393B2 (en) 2017-07-24 2024-02-06 Tesla, Inc. Computational array microprocessor system with hardware arbiter managing memory requests
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US10671349B2 (en) 2017-07-24 2020-06-02 Tesla, Inc. Accelerated mathematical engine
US11157441B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
US12307350B2 (en) 2018-01-04 2025-05-20 Tesla, Inc. Systems and methods for hardware-based pooling
US11561791B2 (en) 2018-02-01 2023-01-24 Tesla, Inc. Vector computational unit receiving data elements in parallel from a last row of a computational array
EP3564883B1 (en) 2018-04-30 2023-09-06 Hewlett Packard Enterprise Development LP System and method of decentralized management of device assets outside a computer network
US11215999B2 (en) 2018-06-20 2022-01-04 Tesla, Inc. Data pipeline and deep learning system for autonomous driving
US11361457B2 (en) 2018-07-20 2022-06-14 Tesla, Inc. Annotation cross-labeling for autonomous control systems
US11636333B2 (en) 2018-07-26 2023-04-25 Tesla, Inc. Optimizing neural network structures for embedded systems
WO2020030913A1 (en) * 2018-08-07 2020-02-13 Sophos Limited Methods and apparatus for management of a machine-learning model to adapt to changes in landscape of potentially malicious artifacts
US11562231B2 (en) 2018-09-03 2023-01-24 Tesla, Inc. Neural networks for embedded devices
WO2020077117A1 (en) 2018-10-11 2020-04-16 Tesla, Inc. Systems and methods for training machine models with augmented data
US11196678B2 (en) 2018-10-25 2021-12-07 Tesla, Inc. QOS manager for system on a chip communications
US11816585B2 (en) 2018-12-03 2023-11-14 Tesla, Inc. Machine learning models operating at different frequencies for autonomous vehicles
US11537811B2 (en) 2018-12-04 2022-12-27 Tesla, Inc. Enhanced object detection for autonomous vehicles based on field view
US11610117B2 (en) 2018-12-27 2023-03-21 Tesla, Inc. System and method for adapting a neural network model on a hardware platform
US10997461B2 (en) 2019-02-01 2021-05-04 Tesla, Inc. Generating ground truth for machine learning from time series elements
US11150664B2 (en) 2019-02-01 2021-10-19 Tesla, Inc. Predicting three-dimensional features for autonomous driving
US11567514B2 (en) 2019-02-11 2023-01-31 Tesla, Inc. Autonomous and user controlled vehicle summon to a target
US10956755B2 (en) 2019-02-19 2021-03-23 Tesla, Inc. Estimating object properties using visual image data
US11966818B2 (en) 2019-02-21 2024-04-23 Hewlett Packard Enterprise Development Lp System and method for self-healing in decentralized model building for machine learning using blockchain
US11966840B2 (en) * 2019-08-15 2024-04-23 Noodle Analytics, Inc. Deep probabilistic decision machines
US11556117B2 (en) * 2019-10-21 2023-01-17 Applied Materials, Inc. Real-time anomaly detection and classification during semiconductor processing
US11190425B2 (en) * 2019-12-30 2021-11-30 Viavi Solutions Inc. Anomaly detection in a network based on a key performance indicator prediction model
US11615347B2 (en) * 2019-12-31 2023-03-28 Paypal, Inc. Optimizing data processing and feature selection for model training
US12393883B2 (en) * 2020-01-31 2025-08-19 Hewlett Packard Enterprise Development Lp Adaptively synchronizing learning of multiple learning models
WO2022004446A1 (ja) * 2020-07-03 2022-01-06 ソニーグループ株式会社 情報処理装置、および情報処理方法、情報処理システム、並びにプログラム
EP4214584A4 (en) * 2020-08-20 2024-05-15 Hitachi Vantara LLC Systems and methods for an automated data science process
KR20220038907A (ko) * 2020-09-21 2022-03-29 삼성에스디에스 주식회사 생성적 대립 신경망(gan) 기반의 데이터 예측 방법, 그리고 이를 구현하기 위한 장치
US11769318B2 (en) 2020-11-23 2023-09-26 Argo AI, LLC Systems and methods for intelligent selection of data for building a machine learning model
US12333389B2 (en) 2020-12-16 2025-06-17 Volkswagen Group of America Investments, LLC Autonomous vehicle system for intelligent on-board selection of data for training a remote machine learning model
CN114764967A (zh) * 2021-01-14 2022-07-19 新智数字科技有限公司 联合学习框架下设备故障报警的方法
US11657591B2 (en) * 2021-01-15 2023-05-23 Argo AI, LLC Autonomous vehicle system for intelligent on-board selection of data for building a remote machine learning model
CN113345538B (zh) * 2021-06-23 2022-09-30 北京理工大学重庆创新中心 一种基于动态选取训练集的材料性能预测方法
US11507922B1 (en) 2021-06-24 2022-11-22 Coupang Corp. Computer-implemented systems and methods for artificial intelligence (AI)-based inbound plan generation using fungibility logic
WO2022269331A1 (en) * 2021-06-24 2022-12-29 Coupang Corp. Computer-implemented systems and methods for artificial intelligence (ai)-based inbound plan generation
JP2024535985A (ja) 2021-08-19 2024-10-04 テスラ,インコーポレイテッド シミュレートコンテンツを用いた視覚に基づくシステムの訓練
US12462575B2 (en) 2021-08-19 2025-11-04 Tesla, Inc. Vision-based machine learning model for autonomous driving with adjustable virtual camera
CN114372414B (zh) * 2022-01-06 2024-07-09 腾讯科技(深圳)有限公司 多模态模型构建方法、装置和计算机设备
CN115147455A (zh) * 2022-05-31 2022-10-04 北京迈格威科技有限公司 光流预测方法、电子设备、存储介质及程序产品
US20240028935A1 (en) * 2022-07-21 2024-01-25 Accenture Global Solutions Limited Context-aware prediction and recommendation
JP7842676B2 (ja) * 2022-11-17 2026-04-08 日立グローバルライフソリューションズ株式会社 学習データ選別装置、貯蔵庫及び学習データ選別方法
US20250071211A1 (en) * 2023-08-25 2025-02-27 Slava Zhakov Replaceable artificial intelligence models for voice and text channels
US12118494B1 (en) 2023-09-25 2024-10-15 Asper.AI Inc. System and method for mitigating risk associated with a machine-generated forecast
US12524262B1 (en) 2025-05-05 2026-01-13 SGM Infotech, LLC Integrated AI-driven and compliance-aware multi-state encoding framework

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IES20020647A2 (en) 2001-08-03 2003-03-19 Tristlam Ltd A data quality system
US20100179930A1 (en) 2009-01-13 2010-07-15 Eric Teller Method and System for Developing Predictions from Disparate Data Sources Using Intelligent Processing
US8666919B2 (en) 2011-07-29 2014-03-04 Accenture Global Services Limited Data quality management for profiling, linking, cleansing and migrating data
US8868516B2 (en) 2012-02-17 2014-10-21 International Business Machines Corporation Managing enterprise data quality using collective intelligence
US9898467B1 (en) 2013-09-24 2018-02-20 Amazon Technologies, Inc. System for data normalization
US9390112B1 (en) * 2013-11-22 2016-07-12 Groupon, Inc. Automated dynamic data quality assessment
US10657457B1 (en) * 2013-12-23 2020-05-19 Groupon, Inc. Automatic selection of high quality training data using an adaptive oracle-trained learning framework
US10877955B2 (en) 2014-04-29 2020-12-29 Microsoft Technology Licensing, Llc Using lineage to infer data quality issues
US9405389B2 (en) * 2014-08-29 2016-08-02 Microsoft Technology Licensing, Llc Noise reduction through democratic alpha smoothing
US10339468B1 (en) * 2014-10-28 2019-07-02 Groupon, Inc. Curating training data for incremental re-training of a predictive model
JP6514503B2 (ja) * 2014-12-25 2019-05-15 クラリオン株式会社 意図推定装置、および意図推定システム
CN104679868B (zh) 2015-03-06 2017-09-26 四川深度信息技术有限责任公司 一种基于数据间关联关系的遗漏数据填补方法
US10163061B2 (en) * 2015-06-18 2018-12-25 International Business Machines Corporation Quality-directed adaptive analytic retraining
US10755196B2 (en) 2016-05-06 2020-08-25 Accenture Global Solutions Limited Determining retraining of predictive models
CN106127248A (zh) 2016-06-24 2016-11-16 平安科技(深圳)有限公司 基于深度学习的车牌分类方法及系统
US20180197087A1 (en) 2017-01-06 2018-07-12 Accenture Global Solutions Limited Systems and methods for retraining a classification model
CN107330522B (zh) 2017-07-04 2021-06-08 北京百度网讯科技有限公司 用于更新深度学习模型的方法、装置及系统
RU2672394C1 (ru) 2017-07-26 2018-11-14 Общество С Ограниченной Ответственностью "Яндекс" Способы и системы для оценки обучающих объектов посредством алгоритма машинного обучения
US20190130303A1 (en) * 2017-10-26 2019-05-02 International Business Machines Corporation Smart default threshold values in continuous learning
CN108375808A (zh) 2018-03-12 2018-08-07 南京恩瑞特实业有限公司 Nriet基于机器学习的大雾预报方法
CN109191030B (zh) 2018-11-21 2022-05-06 深圳越海全球供应链股份有限公司 一种提升数据质量的方法及提高仓库运作效率的方法

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