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Efficient convolution in machine learning environments

Номер патента: US20190205747A1
Опубликовано: 04-07-2019
Автор(ы): Dhawal Srivastava
Принадлежит: Intel Corp
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Methods and apparatus for machine learning model life cycle

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Methods and apparatus for machine learning model life cycle

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Learning coach for machine learning system

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Federated teacher-student machine learning

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Evolved machine learning models

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Digital watermarking of machine learning models

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Personalized machine learning on mobile computing devices

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Digital watermarking of machine learning models

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Input generation for multimodal learning based machine learning models

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Learning from biological systems how to regularize machine-learning

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Computer-readable recording medium storing machine learning program, device, and method

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Training and operating a machine learning system

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Tiered evaluation metric for comprehensively evaluating machine learning models

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Techniques for heterogeneous continual learning with machine learning model architecture progression

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Automated metadata asset creation using machine learning models

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Optimization for cascade machine learning models

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Identifying optimal weights to improve prediction accuracy in machine learning techniques

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Modelling causation in machine learning

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Modelling causation in machine learning

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Mitigating adversarial effects in machine learning systems

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Method for training a machine learning model

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Obfuscating inference operations of a machine learning model

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Deploying simplified machine learning models to resource-constrained edge devices

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Visually creating and monitoring machine learning models

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Machine learning model trained based on music and decisions generated by expert system

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Avoiding high cost classification errors in machine learning

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Stateful training of machine learning models in wireless networking

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Source selection based on diversity for machine learning

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Source Selection based on Diversity for Machine Learning

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Source selection based on diversity for machine learning

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Aktives Lernen für Machine Learning-Modelle auf der Basis von Relevanz und automatischer Labelqualität

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Generation of weights in machine learning

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Mapping machine learning models to answer queries

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Artificial intelligence for emergency assistance with human feedback for machine learning

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On-device machine learning platform to enable sharing of machine-learned models between applications

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Machine learning device, learning model generating method, insulation resistance estimating device, and control device

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Systems and methods for determining a user specific mission operational performance metric, using machine-learning processes

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System to track and measure machine learning model efficacy

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Using unsupervised machine learning to produce interpretable routing rules

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Methods and apparatus to load data within a machine learning accelerator

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Machine-learned movement determination based on intent identification

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Verifying confidential machine learning models

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Multi-phase training of machine learning models for search ranking

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Determining a machine-learning architecture for network slicing

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Utilizing machine learning models to determine customer care actions for telecommunications network providers

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Meta-learning and auto-labeling for machine learning

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System and method for mitigating bias in classification scores generated by machine learning models

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Failure prediction in a computing system based on machine learning applied to alert data

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Machine Learning Model Adversarial Attack Monitoring

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Machine learning model adversarial attack monitoring

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Failure prediction in a computing system based on machine learning applied to alert data

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Techniques for adaptive pipelining composition for machine learning (ML)

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Configuring machine learning models for training and deployment using graphical components

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Block chain based smart contract and micro grid energy management system using machine learning algorithms

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Identification of idle network connections based on machine learning

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Edge deployment of cloud-originated machine learning and artificial intelligence workloads

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High-speed scanning parser for scalable collection of statistics and use in preparing data for machine learning

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Documentation file-embedded machine learning models

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Systems and methods for automated risk assessment in machine learning

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Optical metrology in machine learning to characterize features

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Machine learning device and environment adjustment device

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Machine-learning model for predictive plant breeding using phenomic selection to predict grain composition

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System and method for a machine learning service

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System and method for overcoming real-world losses in machine learning applications

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Motion determination for volumetric magnetic resonance imaging using a deep machine-learning model

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Blockchain hosted machine learning

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Self-Supervised Machine Learning for Medical Image Analysis

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Inspection device, inspection method, machine learning device, and machine learning method

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Inspection device, inspection method, machine learning device, and machine learning method

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Computer-readable recording medium storing machine learning program, machine learning apparatus, and machine learning method

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Machine learning unit, spindle replacement judging device, controller, machine tool, production system, and machine learning method, which are able to judge necessity of spindle replacement

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Machine learning apparatus and method for learning predicted life of motor, life prediction apparatus and motor system including machine learning apparatus

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System and method of operation for remotely operated vehicles leveraging synthetic data to train machine learning models

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Systems and methods for estimating robustness of a machine learning model

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Method and system for intelligent bid price selection for profit accumulation using multiple software agents and machine learning model

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Systems and methods for estimating robustness of a machine learning model

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Systems and methods for descriptive machine learning based underwriting

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Method to learn precise sensing fingerprints based on machine learning integration

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Communication method and apparatus used for training machine learning model

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Distribution-based machine learning

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Machine learning device

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Machine-learning techniques for detecting artifact pixels in images

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Technologies for using machine learning to assess contract pricing

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Systems and methods for accelerating a disposition of digital dispute events in a machine learning-based digital threat mitigation platform

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Training method for training a machine learning algorithm, segmentation method, computer program product and segmentation device

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E-commerce sales prediction and boosting using machine learning

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Supplying hmi snapshots from industrial automation environments as input to machine learning models

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Utilizing machine learning models for patch retrieval and deformation in completing three-dimensional digital shapes

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Machine-learned feature correlations from high feature density biological images

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Machine-learning techniques for predicting actions and behavior

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Methods, systems, apparatuses, and devices for facilitating a diagnosis of pathologies using a machine learning model

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Formulation graph for machine learning of chemical products

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Dataset shift compensation in machine learning

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Runtime data collection and monitoring in machine learning systems

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Cycle Thresholds in Machine Learning for Forecasting Infection Counts

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Cycle thresholds in machine learning for forecasting infection counts

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System and Method for Machine Learning Predictive Maintenance Through Auditory Detection on Natural Gas Compressors

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System and method for machine learning predictive maintenance through auditory detection on natural gas compressors

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Machine-learned selection of textual inputs for generative audio models

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Systems and methods for time-series data processing in machine learning systems

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Arrangement and method for training a machine learning model for state determination

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Machine learning apparatus for learning operation conditions of cooling device, motor control apparatus and motor control system having the machine learning apparatus, and machine learning method

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Geotechnical ground information prediction using machine learning

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Machine learning logic-based adjustment techniques for robots

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Systems and methods for machine learning from medical records

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Machine-learning-based predictive behavioral monitoring

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Wearable silent speech device, systems, and methods for adjusting a machine learning model

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Machine learning logic-based adjustment techniques for robots

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Facilitating hydrocarbon exploration and extraction by applying a machine-learning model to seismic data

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Surgical computing system with support for interrelated machine learning models

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Sensor and method for industrial machinery monitoring based on sensor data processing by a machine learning algorithm

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Training dataset generation process for moment tensor machine learning inversion models

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Machine learning model generation apparatus, machine learning model generation method, and non-transitory computer readable medium

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Machine learning model generation apparatus, machine learning model generation method, and non-transitory computer readable medium

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Machine learning model generation apparatus, machine learning model generation method, and non-transitory computer readable medium

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Systems and methods for predicting corneal improvement from scheimpflug imaging using machine learning

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Machine learning device and associated methodology for adjusting parameters used to numerically control a machine tool

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Oligonucleotide-based machine learning

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Reducing substrate surface scratching using machine learning

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Methods and mechanisms for modifying machine-learning models for new semiconductor processing equipment

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Systems and methods for predicting corneal improvement from scheimpflug imaging using machine learning

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Computer-implemented method for training of a machine learning model in accident event assessment

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System and method to reduce radio resource management (RRM) related signaling in machine-to-machine (M2M) communications

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Method of data exchange for maintainace of artificial intellegence or machine learning models in wireless communication

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Method of data exchange for maintainace of artificial intellegence or machine learning models in wireless communication

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Method of data exchange for maintainace of artificial intelligence or machine learning models in wireless communication

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Method for chroma subsampled formats handling in machine-learning-based picture coding

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Apparatus, method and computer program for managing a request for cognitive network functions and/or machine learning models

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A packet data unit session for machine learning exploration for wireless communication network optimization

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Techniques for machine learning scheme changing based at least in part on dynamic network changes

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Methods and systems for privacy preserving evaluation of machine learning models

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Machine learning model monitoring with autoencoder

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Support for machine learning enabled analytics

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Multi-head machine learning model for processing multi-sensor data

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Training Action Prediction Machine-Learning Models for Video Games with Healed Data

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Training Action Prediction Machine-Learning Models for Video Games with Healed Data

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Computer-based systems, computing components and computing objects configured to implement dynamic outlier bias reduction in machine learning models

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Method, system, and computer program product for multi-layer analysis and detection of vulnerability of machine learning models to adversarial attacks

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Pre-training machine learning models with contrastive learning

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