JP2019502988A5 - - Google Patents

Download PDF

Info

Publication number
JP2019502988A5
JP2019502988A5 JP2018528803A JP2018528803A JP2019502988A5 JP 2019502988 A5 JP2019502988 A5 JP 2019502988A5 JP 2018528803 A JP2018528803 A JP 2018528803A JP 2018528803 A JP2018528803 A JP 2018528803A JP 2019502988 A5 JP2019502988 A5 JP 2019502988A5
Authority
JP
Japan
Prior art keywords
training
encoder
label
decoder
computer system
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.)
Granted
Application number
JP2018528803A
Other languages
English (en)
Japanese (ja)
Other versions
JP6866375B2 (ja
JP2019502988A (ja
Filing date
Publication date
Priority claimed from US15/015,044 external-priority patent/US10776712B2/en
Application filed filed Critical
Publication of JP2019502988A publication Critical patent/JP2019502988A/ja
Publication of JP2019502988A5 publication Critical patent/JP2019502988A5/ja
Priority to JP2021065411A priority Critical patent/JP7247258B2/ja
Application granted granted Critical
Publication of JP6866375B2 publication Critical patent/JP6866375B2/ja
Priority to JP2023040192A priority patent/JP7578371B2/ja
Priority to JP2024185792A priority patent/JP7764571B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

JP2018528803A 2015-12-02 2016-12-02 薬物設計のためのコンピュータシステム、訓練方法及び生成方法 Active JP6866375B2 (ja)

Priority Applications (3)

Application Number Priority Date Filing Date Title
JP2021065411A JP7247258B2 (ja) 2015-12-02 2021-04-07 コンピュータシステム、方法及びプログラム
JP2023040192A JP7578371B2 (ja) 2015-12-02 2023-03-15 コンピュータシステム
JP2024185792A JP7764571B2 (ja) 2015-12-02 2024-10-22 方法、コンピュータシステム及びプログラム

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201562262337P 2015-12-02 2015-12-02
US62/262,337 2015-12-02
US15/015,044 2016-02-03
US15/015,044 US10776712B2 (en) 2015-12-02 2016-02-03 Generative machine learning systems for drug design
PCT/JP2016/085955 WO2017094899A1 (en) 2015-12-02 2016-12-02 Generative machine learning systems for drug design

Related Child Applications (1)

Application Number Title Priority Date Filing Date
JP2021065411A Division JP7247258B2 (ja) 2015-12-02 2021-04-07 コンピュータシステム、方法及びプログラム

Publications (3)

Publication Number Publication Date
JP2019502988A JP2019502988A (ja) 2019-01-31
JP2019502988A5 true JP2019502988A5 (OSRAM) 2020-01-23
JP6866375B2 JP6866375B2 (ja) 2021-04-28

Family

ID=58797388

Family Applications (4)

Application Number Title Priority Date Filing Date
JP2018528803A Active JP6866375B2 (ja) 2015-12-02 2016-12-02 薬物設計のためのコンピュータシステム、訓練方法及び生成方法
JP2021065411A Active JP7247258B2 (ja) 2015-12-02 2021-04-07 コンピュータシステム、方法及びプログラム
JP2023040192A Active JP7578371B2 (ja) 2015-12-02 2023-03-15 コンピュータシステム
JP2024185792A Active JP7764571B2 (ja) 2015-12-02 2024-10-22 方法、コンピュータシステム及びプログラム

Family Applications After (3)

Application Number Title Priority Date Filing Date
JP2021065411A Active JP7247258B2 (ja) 2015-12-02 2021-04-07 コンピュータシステム、方法及びプログラム
JP2023040192A Active JP7578371B2 (ja) 2015-12-02 2023-03-15 コンピュータシステム
JP2024185792A Active JP7764571B2 (ja) 2015-12-02 2024-10-22 方法、コンピュータシステム及びプログラム

Country Status (3)

Country Link
US (4) US10776712B2 (OSRAM)
JP (4) JP6866375B2 (OSRAM)
WO (1) WO2017094899A1 (OSRAM)

Families Citing this family (156)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3309972B1 (en) 2012-05-13 2019-07-10 Amir Khandani Full duplex wireless transmission with self-interference cancellation
US10177896B2 (en) 2013-05-13 2019-01-08 Amir Keyvan Khandani Methods for training of full-duplex wireless systems
US10042422B2 (en) 2013-11-12 2018-08-07 Thalmic Labs Inc. Systems, articles, and methods for capacitive electromyography sensors
US11921471B2 (en) 2013-08-16 2024-03-05 Meta Platforms Technologies, Llc Systems, articles, and methods for wearable devices having secondary power sources in links of a band for providing secondary power in addition to a primary power source
US10188309B2 (en) 2013-11-27 2019-01-29 North Inc. Systems, articles, and methods for electromyography sensors
US20150124566A1 (en) 2013-10-04 2015-05-07 Thalmic Labs Inc. Systems, articles and methods for wearable electronic devices employing contact sensors
US9880632B2 (en) 2014-06-19 2018-01-30 Thalmic Labs Inc. Systems, devices, and methods for gesture identification
US10776712B2 (en) 2015-12-02 2020-09-15 Preferred Networks, Inc. Generative machine learning systems for drug design
US10074066B2 (en) * 2016-01-16 2018-09-11 International Business Machines Corporation Two phase predictive approach for supply network optimization
GB201718756D0 (en) * 2017-11-13 2017-12-27 Cambridge Bio-Augmentation Systems Ltd Neural interface
US10778295B2 (en) 2016-05-02 2020-09-15 Amir Keyvan Khandani Instantaneous beamforming exploiting user physical signatures
US11337652B2 (en) * 2016-07-25 2022-05-24 Facebook Technologies, Llc System and method for measuring the movements of articulated rigid bodies
US10409371B2 (en) 2016-07-25 2019-09-10 Ctrl-Labs Corporation Methods and apparatus for inferring user intent based on neuromuscular signals
US11635736B2 (en) 2017-10-19 2023-04-25 Meta Platforms Technologies, Llc Systems and methods for identifying biological structures associated with neuromuscular source signals
CN110312471B (zh) 2016-07-25 2022-04-29 脸谱科技有限责任公司 从神经肌肉活动测量中导出控制信号的自适应系统
US11216069B2 (en) 2018-05-08 2022-01-04 Facebook Technologies, Llc Systems and methods for improved speech recognition using neuromuscular information
US10990174B2 (en) 2016-07-25 2021-04-27 Facebook Technologies, Llc Methods and apparatus for predicting musculo-skeletal position information using wearable autonomous sensors
US11179066B2 (en) 2018-08-13 2021-11-23 Facebook Technologies, Llc Real-time spike detection and identification
CN108475438B (zh) * 2016-10-31 2022-04-12 谷歌有限责任公司 基于学习的嵌入的面部重建
CN108021549B (zh) * 2016-11-04 2019-08-13 华为技术有限公司 序列转换方法及装置
CN110383299B (zh) * 2017-02-06 2023-11-17 渊慧科技有限公司 记忆增强的生成时间模型
US11049243B2 (en) * 2017-04-19 2021-06-29 Siemens Healthcare Gmbh Target detection in latent space
US10700766B2 (en) 2017-04-19 2020-06-30 Amir Keyvan Khandani Noise cancelling amplify-and-forward (in-band) relay with self-interference cancellation
US11288575B2 (en) * 2017-05-18 2022-03-29 Microsoft Technology Licensing, Llc Asynchronous neural network training
CN110799995A (zh) * 2017-06-29 2020-02-14 首选网络株式会社 数据识别器训练方法、数据识别器训练装置、程序及训练方法
US11035227B2 (en) 2017-07-14 2021-06-15 The Board Of Regents Of The University Of Oklahoma Generating spectral responses of materials
KR20250133457A (ko) * 2017-09-06 2025-09-05 가부시키가이샤 한도오따이 에네루기 켄큐쇼 물성 예측 방법 및 물성 예측 시스템
CN110021373A (zh) * 2017-09-19 2019-07-16 上海交通大学 一种化学反应的合法性预测方法
US10679129B2 (en) * 2017-09-28 2020-06-09 D5Ai Llc Stochastic categorical autoencoder network
WO2019070517A1 (en) * 2017-10-03 2019-04-11 Bioanalytix, Inc. Systems and methods for automated biologic development determinations
US11057204B2 (en) * 2017-10-04 2021-07-06 Amir Keyvan Khandani Methods for encrypted data communications
WO2019139595A1 (en) * 2018-01-11 2019-07-18 Visa International Service Association Offline authorization of interactions and controlled tasks
US11012144B2 (en) 2018-01-16 2021-05-18 Amir Keyvan Khandani System and methods for in-band relaying
US11907423B2 (en) 2019-11-25 2024-02-20 Meta Platforms Technologies, Llc Systems and methods for contextualized interactions with an environment
US11493993B2 (en) 2019-09-04 2022-11-08 Meta Platforms Technologies, Llc Systems, methods, and interfaces for performing inputs based on neuromuscular control
US10970936B2 (en) 2018-10-05 2021-04-06 Facebook Technologies, Llc Use of neuromuscular signals to provide enhanced interactions with physical objects in an augmented reality environment
US11069148B2 (en) 2018-01-25 2021-07-20 Facebook Technologies, Llc Visualization of reconstructed handstate information
US11481030B2 (en) 2019-03-29 2022-10-25 Meta Platforms Technologies, Llc Methods and apparatus for gesture detection and classification
US11150730B1 (en) 2019-04-30 2021-10-19 Facebook Technologies, Llc Devices, systems, and methods for controlling computing devices via neuromuscular signals of users
US10937414B2 (en) 2018-05-08 2021-03-02 Facebook Technologies, Llc Systems and methods for text input using neuromuscular information
US11961494B1 (en) 2019-03-29 2024-04-16 Meta Platforms Technologies, Llc Electromagnetic interference reduction in extended reality environments
JP6893483B2 (ja) * 2018-02-09 2021-06-23 株式会社デンソーアイティーラボラトリ 情報推定装置及び情報推定方法
WO2019155064A1 (en) * 2018-02-09 2019-08-15 Deepmind Technologies Limited Data compression using jointly trained encoder, decoder, and prior neural networks
US11087861B2 (en) 2018-03-15 2021-08-10 International Business Machines Corporation Creation of new chemical compounds having desired properties using accumulated chemical data to construct a new chemical structure for synthesis
EP3561702A1 (de) * 2018-04-23 2019-10-30 Covestro Deutschland AG Verfahren zum ermitteln einer produktkomposition für ein chemisches mischungsprodukt
US10592001B2 (en) 2018-05-08 2020-03-17 Facebook Technologies, Llc Systems and methods for improved speech recognition using neuromuscular information
JP7002404B2 (ja) * 2018-05-15 2022-01-20 株式会社日立製作所 データから潜在因子を発見するニューラルネットワーク
CN112261907A (zh) 2018-05-29 2021-01-22 脸谱科技有限责任公司 表面肌电信号测量中降噪的屏蔽技术及相关系统和方法
US10970374B2 (en) 2018-06-14 2021-04-06 Facebook Technologies, Llc User identification and authentication with neuromuscular signatures
JP7119631B2 (ja) * 2018-06-20 2022-08-17 日本電信電話株式会社 検知装置、検知方法および検知プログラム
US11045137B2 (en) 2018-07-19 2021-06-29 Facebook Technologies, Llc Methods and apparatus for improved signal robustness for a wearable neuromuscular recording device
EP3824606A1 (en) * 2018-07-20 2021-05-26 Nokia Technologies Oy Learning in communication systems by updating of parameters in a receiving algorithm
WO2020023650A1 (en) * 2018-07-25 2020-01-30 Wuxi Nextcode Genomics Usa, Inc. Retrosynthesis prediction using deep highway networks and multiscale reaction classification
JP6559850B1 (ja) 2018-07-27 2019-08-14 Karydo TherapeutiX株式会社 ヒトにおける被験物質の作用を予測するための人工知能モデル
US11461693B2 (en) 2018-08-20 2022-10-04 United Microelectronics Corp. Training apparatus and training method for providing sample size expanding model
US10905350B2 (en) 2018-08-31 2021-02-02 Facebook Technologies, Llc Camera-guided interpretation of neuromuscular signals
US11593660B2 (en) * 2018-09-18 2023-02-28 Insilico Medicine Ip Limited Subset conditioning using variational autoencoder with a learnable tensor train induced prior
US11893498B2 (en) 2018-09-18 2024-02-06 Insilico Medicine Ip Limited Subset conditioning using variational autoencoder with a learnable tensor train induced prior
WO2020061451A1 (en) 2018-09-20 2020-03-26 Ctrl-Labs Corporation Neuromuscular text entry, writing and drawing in augmented reality systems
CN112771478A (zh) 2018-09-26 2021-05-07 脸谱科技有限责任公司 对环境中的物理对象的神经肌肉控制
SG11202103187TA (en) * 2018-09-28 2021-04-29 Dow Global Technologies Llc Hybrid machine learning model for code classification
EP3871154B1 (en) * 2018-10-23 2025-07-23 The Board of Trustees of the Leland Stanford Junior University Systems and methods for active transfer learning with deep featurization
CN111126554A (zh) * 2018-10-31 2020-05-08 深圳市云网拜特科技有限公司 一种基于生成对抗网络的药物先导化合物筛选方法和系统
US11928610B2 (en) 2018-11-19 2024-03-12 Koninklijke Philips N.V. Clinical case search and generation system and method based on a probabilistic encoder-generator framework
CN113423341B (zh) 2018-11-27 2024-12-03 元平台技术有限公司 用于可穿戴电极传感器系统的自动校准的方法和装置
KR102821149B1 (ko) * 2018-11-30 2025-06-17 에이에스엠엘 네델란즈 비.브이. 기계 학습 모델 예측 내의 불확실성을 감소시키기 위한 방법.
US10311334B1 (en) * 2018-12-07 2019-06-04 Capital One Services, Llc Learning to process images depicting faces without leveraging sensitive attributes in deep learning models
US11995854B2 (en) * 2018-12-19 2024-05-28 Nvidia Corporation Mesh reconstruction using data-driven priors
KR102026871B1 (ko) * 2018-12-24 2019-11-04 주식회사 메디리타 신약 후보 물질의 효과 및 안전성 예측을 위한 데이터 처리 장치 및 방법
US20210397978A1 (en) * 2018-12-24 2021-12-23 Medirita Apparatus and method for processing data discovering new drug candidate substance
WO2020142110A1 (en) * 2018-12-31 2020-07-09 Intel Corporation Securing systems employing artificial intelligence
CN109711483B (zh) * 2019-01-08 2020-10-27 西安交通大学 一种基于Sparse Autoencoder的电力系统运行方式聚类方法
WO2020167872A1 (en) * 2019-02-11 2020-08-20 Woodbury Neal W Systems, methods, and media for molecule design using machine learning mechanisms
US10905383B2 (en) 2019-02-28 2021-02-02 Facebook Technologies, Llc Methods and apparatus for unsupervised one-shot machine learning for classification of human gestures and estimation of applied forces
JP7218624B2 (ja) * 2019-03-08 2023-02-07 富士通株式会社 データ処理プログラム及びデータ処理方法
JP7246979B2 (ja) * 2019-03-18 2023-03-28 株式会社日立製作所 生物反応情報処理システムおよび生物反応情報処理方法
CN111798935B (zh) * 2019-04-09 2024-07-05 南京药石科技股份有限公司 基于神经网络的普适性化合物结构-性质相关性预测方法
US20200327963A1 (en) * 2019-04-11 2020-10-15 Accenture Global Solutions Limited Latent Space Exploration Using Linear-Spherical Interpolation Region Method
US11777715B2 (en) 2019-05-15 2023-10-03 Amir Keyvan Khandani Method and apparatus for generating shared secrets
US11315038B2 (en) 2019-05-16 2022-04-26 International Business Machines Corporation Method to measure similarity of datasets for given AI task
CN110311743B (zh) * 2019-06-05 2021-06-22 宁波大学 一种变分推断估计主用户占空比的方法
US10515715B1 (en) 2019-06-25 2019-12-24 Colgate-Palmolive Company Systems and methods for evaluating compositions
WO2020259946A1 (en) * 2019-06-28 2020-12-30 Robert Bosch Gmbh A method to prevent capturing of models in an artificial intelligence based system
EP4008006A1 (en) * 2019-08-02 2022-06-08 Flagship Pioneering Innovations VI, LLC Machine learning guided polypeptide design
CN110580937B (zh) * 2019-08-21 2023-11-21 上海云贵信息科技有限公司 基于结构及药代动力学性质的物质成药性评价方法和装置
US12293809B2 (en) * 2019-08-23 2025-05-06 Insilico Medicine Ip Limited Workflow for generating compounds with biological activity against a specific biological target
US12051487B2 (en) 2019-08-23 2024-07-30 Unlearn.Al, Inc. Systems and methods for supplementing data with generative models
WO2021038362A1 (ja) * 2019-08-29 2021-03-04 株式会社半導体エネルギー研究所 特性予測システム
JP7353874B2 (ja) 2019-09-03 2023-10-02 株式会社日立製作所 材料特性予測装置および材料特性予測方法
US11586982B2 (en) 2019-09-18 2023-02-21 Samsung Electronics Co., Ltd. Electronic and atomic structure computation utilizing machine learning
JP7267883B2 (ja) * 2019-09-18 2023-05-02 株式会社日立製作所 材料特性予測システムおよび材料特性予測方法
EP3798918B1 (en) * 2019-09-26 2025-10-29 Naver Corporation Using semi-supervised variational autoencoder for wi-fi-based indoor localization
JP7392366B2 (ja) * 2019-10-01 2023-12-06 富士通株式会社 最適解獲得プログラム、最適解獲得方法および情報処理装置
US11537898B2 (en) * 2019-10-02 2022-12-27 Samsung Electronics Co., Ltd. Generative structure-property inverse computational co-design of materials
KR102814913B1 (ko) * 2019-10-02 2025-05-30 삼성전자주식회사 응답 추론 방법 및 장치
US11854672B2 (en) * 2019-10-10 2023-12-26 Samsung Electronics Co., Ltd. Method and apparatus for generating chemical structure
US11481626B2 (en) * 2019-10-15 2022-10-25 International Business Machines Corporation Generating attribute-based samples
EP4047607A4 (en) * 2019-10-17 2022-12-07 Karydo Therapeutix, Inc. ARTIFICIAL INTELLIGENCE MODEL FOR PREDICTING INDICATIONS FOR TEST SUBSTANCES IN HUMANS
WO2021077097A1 (en) * 2019-10-18 2021-04-22 Unlearn.AI, Inc. Systems and methods for training generative models using summary statistics and other constraints
KR102296188B1 (ko) * 2019-10-21 2021-09-01 주식회사 스탠다임 화합물을 디자인하기 위한 방법 및 장치
DE102019216927A1 (de) * 2019-11-04 2021-05-06 Robert Bosch Gmbh Synthetische Erzeugung von Radar-, LIDAR- und Ultraschallmessdaten
US11507840B2 (en) * 2019-11-13 2022-11-22 International Business Machines Corporation Region constrained regularized adversarial examples for model interpretability
US11443236B2 (en) 2019-11-22 2022-09-13 International Business Machines Corporation Enhancing fairness in transfer learning for machine learning models with missing protected attributes in source or target domains
CN112949344B (zh) * 2019-11-26 2023-03-31 四川大学 一种用于异常检测的特征自回归方法
US12089953B1 (en) 2019-12-04 2024-09-17 Meta Platforms Technologies, Llc Systems and methods for utilizing intrinsic current noise to measure interface impedances
KR20210072528A (ko) * 2019-12-09 2021-06-17 삼성전자주식회사 뉴럴 네트워크를 이용하여 새로운 화학 구조를 생성하는 장치 및 방법
CN110970099B (zh) * 2019-12-10 2023-04-28 北京大学 一种基于正则化变分自动编码器的药物分子生成方法
US11664094B2 (en) * 2019-12-26 2023-05-30 Industrial Technology Research Institute Drug-screening system and drug-screening method
CN113053470B (zh) * 2019-12-26 2024-11-12 财团法人工业技术研究院 药物筛选系统与药物筛选方法
EP4088281A4 (en) * 2020-01-10 2024-02-21 ModernaTX, Inc. VARIOUS AUTOCECODER FOR GENERATING BIOLOGICAL SEQUENCE
IL294505A (en) * 2020-01-14 2022-09-01 Flagship Pioneering Innovations Vi Llc Designing molecules
US11436427B2 (en) * 2020-03-02 2022-09-06 Lawrence Livermore National Security, Llc Generative attribute optimization
US11587679B2 (en) * 2020-03-26 2023-02-21 International Business Machines Corporation Generating computer models from implicitly relevant feature sets
US11615317B2 (en) 2020-04-10 2023-03-28 Samsung Electronics Co., Ltd. Method and apparatus for learning stochastic inference models between multiple random variables with unpaired data
US11174289B1 (en) 2020-05-21 2021-11-16 International Business Machines Corporation Artificial intelligence designed antimicrobial peptides
JP7551780B2 (ja) * 2020-05-22 2024-09-17 ビーエーエスエフ コーティングス ゲゼルシャフト ミット ベシュレンクテル ハフツング 化学混合物の特性予測
US12079730B2 (en) 2020-05-28 2024-09-03 International Business Machines Corporation Transfer learning for molecular structure generation
US20230223112A1 (en) * 2020-06-26 2023-07-13 Google Llc Retrosynthesis using neural networks
US20220059196A1 (en) * 2020-08-24 2022-02-24 Peptilogics, Inc. Artificial intelligence engine for generating candidate drugs using experimental validation and peptide drug optimization
CN112116963B (zh) * 2020-09-24 2024-11-19 深圳智药信息科技有限公司 自动药物设计方法、系统、计算设备及计算机可读存储介质
US20220101972A1 (en) 2020-09-25 2022-03-31 Accenture Global Solutions Limited Machine learning systems for automated pharmaceutical molecule identification
US20220138537A1 (en) * 2020-11-02 2022-05-05 International Business Machines Corporation Probabilistic nonlinear relationships cross-multi time series and external factors for improved multivariate time series modeling and forecasting
CN112270951B (zh) * 2020-11-10 2022-11-01 四川大学 基于多任务胶囊自编码器神经网络的全新分子生成方法
JP7603965B2 (ja) * 2020-11-18 2024-12-23 株式会社国際電気通信基礎技術研究所 分類器の訓練方法及び訓練装置、及びコンピュータプログラム
US11403316B2 (en) 2020-11-23 2022-08-02 Peptilogics, Inc. Generating enhanced graphical user interfaces for presentation of anti-infective design spaces for selecting drug candidates
US20220165366A1 (en) * 2020-11-23 2022-05-26 International Business Machines Corporation Topology-Driven Completion of Chemical Data
CN112582032B (zh) * 2020-11-27 2024-05-17 北京科技大学 基于机器学习模型设计高热稳定性铁基软磁非晶合金
US20220189578A1 (en) * 2020-12-14 2022-06-16 International Business Machines Corporation Interpretable molecular generative models
CN114627981A (zh) * 2020-12-14 2022-06-14 阿里巴巴集团控股有限公司 化合物分子结构的生成方法及装置、非易失性存储介质
US11610139B2 (en) 2020-12-16 2023-03-21 Ro5 Inc. System and method for the latent space optimization of generative machine learning models
US20220222520A1 (en) * 2021-01-13 2022-07-14 International Business Machines Corporation Supervised vae for optimization of value function and generation of desired data
JP7601205B2 (ja) * 2021-03-22 2024-12-17 日本電気株式会社 情報処理装置、情報処理方法、及びプログラム
US20220318689A1 (en) * 2021-04-06 2022-10-06 Unlearn.AI, Inc. Systems and Methods for Model Selection
US11868531B1 (en) 2021-04-08 2024-01-09 Meta Platforms Technologies, Llc Wearable device providing for thumb-to-finger-based input gestures detected based on neuromuscular signals, and systems and methods of use thereof
CN113223637B (zh) * 2021-05-07 2023-07-25 中国科学院自动化研究所 基于领域知识和深度强化学习的药物分子生成器训练方法
CN113327651A (zh) * 2021-05-31 2021-08-31 东南大学 一种基于变分自编码器和消息传递神经网络的分子图生成方法
US20240286277A1 (en) 2021-07-26 2024-08-29 Bridgestone Corporation Estimation device, estimation method, estimation program, and robot system
WO2023034051A1 (en) * 2021-09-01 2023-03-09 Carnegie Mellon University System and method for material modelling and design using differentiable models
JP7275216B2 (ja) * 2021-09-03 2023-05-17 株式会社サイバーエージェント 広告制作支援プログラム、広告制作支援装置及び広告制作支援方法
TWI789042B (zh) * 2021-10-01 2023-01-01 瑞昱半導體股份有限公司 具有平均量化機制的神經網路建構方法及裝置
CN119631137A (zh) 2022-03-01 2025-03-14 英矽智能科技知识产权有限公司 用于结合位点描述符提取和重新分子生成的基于结构的深度生成模型
WO2023165506A1 (en) * 2022-03-01 2023-09-07 Insilico Medicine Ip Limited Structure-based deep generative model for binding site descriptors extraction and de novo molecular generation
GB2621108A (en) 2022-07-08 2024-02-07 Topia Life Sciences Ltd An automated system for generating novel molecules
US12243292B2 (en) * 2022-09-02 2025-03-04 Lemon Inc. Systems for multi-task joint training of neural networks using multi-label datasets
WO2024172853A1 (en) 2023-02-17 2024-08-22 Unlearn. Ai, Inc. Systems and methods enabling baseline prediction correction
US11966850B1 (en) 2023-02-22 2024-04-23 Unlearn.AI, Inc. Systems and methods for training predictive models that ignore missing features
US11972333B1 (en) * 2023-06-28 2024-04-30 Intuit Inc. Supervisory systems for generative artificial intelligence models
WO2025013188A1 (ja) * 2023-07-10 2025-01-16 富士通株式会社 機械学習プログラム、方法、及び装置
WO2025048807A1 (en) * 2023-08-31 2025-03-06 Stem Ai, Inc. Internodal behavior prediction in machine learning models
WO2025076106A1 (en) * 2023-10-02 2025-04-10 Research Foundation Of The City University Of New York Extracellular vesicle release inhibition identification using drug detection machine learning modeling
WO2025081097A1 (en) * 2023-10-13 2025-04-17 Albert Invent Corp. Generating predictions relating to chemical processes using machine learning models
US20250140355A1 (en) * 2023-10-31 2025-05-01 Microsoft Technology Licensing, Llc Framework for analyzing properties of chemical materials
US12368503B2 (en) 2023-12-27 2025-07-22 Quantum Generative Materials Llc Intent-based satellite transmit management based on preexisting historical location and machine learning
WO2025155298A1 (en) * 2024-01-19 2025-07-24 Visa International Service Association Gated multi-encoder machine learning model for distinguishing attacks from normal transactions
WO2025186253A1 (en) 2024-03-05 2025-09-12 Casillas Pacheco Ruben Alfonso Method, system and computer-readable storage medium for mycelium biocomposite property prediction and method, system and computer-readable storage medium for processing myceliumelectrography signals
WO2025193897A1 (en) * 2024-03-14 2025-09-18 Cellarity, Inc. Targeted molecule generation with latent reinforcement learning

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5425128A (en) * 1992-05-29 1995-06-13 Sunquest Information Systems, Inc. Automatic management system for speech recognition processes
US5463564A (en) 1994-09-16 1995-10-31 3-Dimensional Pharmaceuticals, Inc. System and method of automatically generating chemical compounds with desired properties
US8704832B2 (en) 2008-09-20 2014-04-22 Mixamo, Inc. Interactive design, synthesis and delivery of 3D character motion data through the web
CN103154845A (zh) 2010-07-16 2013-06-12 纽约市哥伦比亚大学托管会 电网的机器学习
EP2609209B1 (en) * 2010-08-25 2025-06-25 Optibrium Ltd Compound selection in drug discovery
US8924314B2 (en) 2010-09-28 2014-12-30 Ebay Inc. Search result ranking using machine learning
US9100425B2 (en) 2010-12-01 2015-08-04 Cisco Technology, Inc. Method and apparatus for detecting malicious software using generic signatures
US8311973B1 (en) 2011-09-24 2012-11-13 Zadeh Lotfi A Methods and systems for applications for Z-numbers
US9916538B2 (en) 2012-09-15 2018-03-13 Z Advanced Computing, Inc. Method and system for feature detection
US8484022B1 (en) * 2012-07-27 2013-07-09 Google Inc. Adaptive auto-encoders
US20140046879A1 (en) 2012-08-13 2014-02-13 Predixion Software, Inc. Machine learning semantic model
WO2014034577A1 (ja) 2012-08-27 2014-03-06 株式会社京都コンステラ・テクノロジーズ 化合物設計装置、化合物設計方法、及びコンピュータプログラム
US20140278130A1 (en) * 2013-03-14 2014-09-18 William Michael Bowles Method of predicting toxicity for chemical compounds
US20140310218A1 (en) 2013-04-11 2014-10-16 Nec Laboratories America, Inc. High-Order Semi-RBMs and Deep Gated Neural Networks for Feature Interaction Identification and Non-Linear Semantic Indexing
US10318881B2 (en) * 2013-06-28 2019-06-11 D-Wave Systems Inc. Systems and methods for quantum processing of data
US9153024B2 (en) * 2013-08-02 2015-10-06 CRIXlabs, Inc. Method and system for predicting spatial and temporal distributions of therapeutic substance carriers
AU2015413368B2 (en) * 2015-10-30 2021-09-09 Halliburton Energy Services, Inc. Producing chemical formulations with cognitive computing
KR102457974B1 (ko) 2015-11-04 2022-10-21 삼성전자주식회사 신규 물질 탐색 방법 및 장치
US10776712B2 (en) 2015-12-02 2020-09-15 Preferred Networks, Inc. Generative machine learning systems for drug design

Similar Documents

Publication Publication Date Title
JP2019502988A5 (OSRAM)
Jin et al. Learning multimodal graph-to-graph translation for molecular optimization
CN110147892B (zh) 基于变分轨迹上下文感知的人类移动模式推测模型、训练方法及推测方法
US12321861B2 (en) Initialization of parameters for machine-learned transformer neural network architectures
Cang et al. Improving direct physical properties prediction of heterogeneous materials from imaging data via convolutional neural network and a morphology-aware generative model
Reed et al. Few-shot autoregressive density estimation: Towards learning to learn distributions
Chi et al. Align-refine: Non-autoregressive speech recognition via iterative realignment
US9418334B2 (en) Hybrid pre-training of deep belief networks
JP7267985B2 (ja) 直接型ニューラルネットワーク構造を用いてアイテムを推奨するシステム、方法、及びコンピュータプログラム
CN109478254A (zh) 使用合成梯度来训练神经网络
CN111581988B (zh) 一种基于任务层面课程式学习的非自回归机器翻译模型的训练方法和训练系统
CN114861822A (zh) 用于改进的少试学习的任务增强和自训练
JP7207309B2 (ja) プログラム、情報処理方法、および情報処理装置
CN109299479A (zh) 通过门控机制将翻译记忆融入神经机器翻译的方法
WO2019212006A1 (ja) 事象予測装置、予測モデル生成装置および事象予測用プログラム
CN112464637A (zh) 基于标签的优化模型训练方法、装置、设备及存储介质
US20250103778A1 (en) Molecule generation using 3d graph autoencoding diffusion probabilistic models
CN110909125A (zh) 推文级社会媒体谣言检测方法
US20250139431A1 (en) Attention neural networks with gated attention units
Ren et al. Improving mandarin speech recogntion with block-augmented transformer
CN114936723A (zh) 一种基于数据增强的社交网络用户属性预测方法及系统
Wang et al. Learning diffusion models with flexible representation guidance
Kuriyama et al. Context‐based style transfer of tokenized gestures
CN114443954A (zh) 基于高阶图结构的一对多跨域推荐方法及系统
Qiu et al. Emvp: Embracing visual foundation model for visual place recognition with centroid-free probing