Hybrid clustering-partitioning techniques that optimizes accuracy and compute cost for prognostic surveillance of sensor data

Data transformation caching in an artificial intelligence infrastructure

Life estimation device and machine learning device

Control system and control method

Intelligent alignment system and method for color sensing devices

State determination device

Delivery of a digital therapeutic method and system

Fast and precise object alignment and 3D shape reconstruction from a single 2D image

Method for compression of 360 degree content and electronic device thereof

Object classification based on decoupling a background from a foreground of an image

Generating image segmentation data using a multi-branch neural network

Digital image completion using deep learning

Systems and methods for image modification and image based content capture and extraction in neural networks

Precise exponent and exact softmax computation

Deep learning-based splice site classification

Apparatus and method of constructing neural network translation model

Semi-supervised learning for training an ensemble of deep convolutional neural networks

LOCAL LEARNING SYSTEM IN ARTIFICIAL INTELLIGENCE DEVICE

ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF

Method and system of controlling computing operations based on early-stop in deep neural network

Method of updating sentence generation model and sentence generating apparatus

System and method for training a malware detection model

Host-directed multi-layer neural network processing via per-layer work requests

Distributed training and prediction using elastic resources

Hybrid non-uniform convolution transform engine for deep learning applications

Neural network processing system having multiple processors and a neural network accelerator

Machine learning runtime library for neural network acceleration

DIFFERENTIAL EQUATIONS NETWORK

Prediction model sharing method and prediction model sharing system

Multi-layer neural network processing by a neural network accelerator using host communicated merged weights and a package of per-layer instructions

Flexible multi-task neutral network for content ranking

Methods and systems for pattern characteristic detection

Assigning a semantically meaningful label to a digital image

Human face authentication method and apparatus, and storage medium

System and method for generating a convolution function for training a malware detection model

Deep learning-based aberrant splicing detection

Supervised training data generation for interior environment simulation

Using a generative adversarial network for query-keyword matching

Auto tele-interview solution

System and method for quality evaluation of collaborative text inputs

Software proof-of-concept platform, including simulation of production behavior and/or data

Arithmetic processor, arithmetic processing apparatus including arithmetic processor, information processing apparatus including arithmetic processing apparatus, and control method for arithmetic processing apparatus

Controlling an autonomous vehicle using cost maps

CONTROLLING AN AUTONOMOUS VEHICLE USING MODEL PREDICTIVE CONTROL

Controlling an autonomous vehicle based on independent driving decisions

MACHINE LEARNING BASED SYSTEM FOR IDENTIFYING AND MONITORING NEUROLOGICAL DISORDERS

Virtual reality parallax correction

Guided image composition on mobile devices

Transmission filtering using machine learning

Vital signs with non-contact activity sensing network for elderly care

Medical image processing apparatus and medical image processing system

Speech recognition using convolutional neural networks

Contrast dose reduction for medical imaging using deep learning

Image signal processor for processing images

MULTIFUNCTION PERCEPTRONS IN MACHINE LEARNING ENVIRONMENTS

Image processing engine component generation method, search method, terminal, and system

Neural network transfer learning for quality of transmission prediction

Systems and methods for customizing kernel machines with deep neural networks

Verification by metamorphic testing of applications that utilize artificial intelligence

MACHINE LEARNING SYSTEM, MACHINE LEARNING METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR OPERATING THE SAME

Image generation using machine learning

Information Enrichment Using Global Structure Learning

Convolutional neural network (CNN)-based suggestions for anomaly input

Attendee engagement determining system and method

Method and a machine learning system for classifying objects

Convolutional neural network (CNN)-based anomaly detection

Methods, systems, and media for detecting the presence of an analyte

Utilizing interactive deep learning to select objects in digital visual media

Enhanced vector-based identification of circuit trojans

System and methods for digital account threat detection

Method to identify and extract fragments among large collections of digital documents using repeatability and semantic information

Automatically pairing fonts using asymmetric metric learning

Automatically controlling modifications to typeface designs with machine-learning models

Methods and systems for the industrial internet of things

Recommendation engine for a cognitive reservoir system

Dynamic engine for a cognitive reservoir system

Static engine and neural network for a cognitive reservoir system

System for improved reservoir exploration and production

Wearable respiratory monitoring system based on resonant microphone array

Artificially intelligent ejection fraction determination

Machine learning based sound field analysis

Policy controlled semi-autonomous infrastructure management

Generation of malware traffic signatures using natural language processing by a neural network

Method and device for eliminating background sound, and terminal device

Utterance quality estimation

Systems and methods for deep learning-based image reconstruction

Method and apparatus for acquiring information

Electronic system for dynamic, quasi-realtime measuring and identifying driver maneuvers solely based on mobile phone telemetry, and a corresponding method thereof

SYSTEMS FOR AUTOMATED PROFILE BUILDING, SKILLSET IDENTIFICATION, AND SERVICE TICKET ROUTING

Techniques for generating a hierarchical model to identify a class among a plurality of classes

GENERATING MACHINE LEARNING SYSTEMS USING SLAVE SERVER COMPUTERS

Generating solutions from aural inputs

Mobile and autonomous personal companion based on an artificial intelligence (AI) model for a user

Methods and systems for reinforcement learning

GENERATING AND TRAINING MACHINE LEARNING SYSTEMS USING STORED TRAINING DATASETS

METHOD, APPARATUS, AND SYSTEM FOR SELECTING TRAINING OBSERVATIONS FOR MACHINE LEARNING MODELS

ONLINE ACTIVATION COMPRESSION WITH K-MEANS

Inner product convolutional neural network accelerator

Method of prediction of a state of an object in the environment using an action model of a neural network

Modular hierarchical vision system of an autonomous personal companion

HIERARCHICAL IMAGE CLASSIFICATION METHOD AND SYSTEM

Method, apparatus, and system for providing quality assurance for training a feature prediction model

Generation of Training Data for Image Classification

System and method for instance-level lane detection for autonomous vehicle control

Method and apparatus for generating information

Detecting one or more objects in an image, or sequence of images, and determining a category and one or more descriptors for each of the one or more objects, generating synthetic training data, and training a neural network with the synthetic training data

Automated Security Patch and Vulnerability Remediation Tool for Electric Utilities

Determining that audio includes music and then identifying the music as a particular song

Techniques for querying a hierarchical model to identify a class from multiple classes

EFFECTIVE DETERMINATION OF PROCESSOR PAIRS FOR TRANSFERRING DATA PROCESSED IN PARALLEL

Identifying music as a particular song

Trajectory generation using temporal logic and tree search

Method of selection of an action for an object using a neural network

Fluid analysis and monitoring using optical spectrometry

Method and device for adjusting a controller of a transportation vehicle and control system for a transportation vehicle

Identification code reading apparatus and machine learning device

Network gateway spoofing detection and mitigation

Network endpoint spoofing detection and mitigation

Neural network based spoofing detection

Determination of cybersecurity recommendations

Anomaly detection method and recording medium

Weight initialization for random neural network reinforcement learning

Security device for providing security function for image, camera device including the same, and system on chip for controlling the camera device

CONFIGURABLE SMART OBJECT SYSTEM WITH STANDARD CONNECTORS FOR ADDING ARTIFICIAL INTELLIGENCE TO APPLIANCES, VEHICLES, AND DEVICES

Systems and methods for wafer map analysis

Determination of health sciences recommendations

PATIENT DATA MANAGEMENT SYSTEM

Method and apparatus for generating speech synthesis model

Method and apparatus for generating speech synthesis model

Method and apparatus for reconstructing hyperspectral image using artificial intelligence

Image denoising neural network architecture and method of training the same

Configurable convolution engine for interleaved channel data

Method and system for determining maintenance policy of complex forming device

SENSOR QUALITY UPGRADE FRAMEWORK

Algorithm for cost effective thermodynamic fluid property predictions using machine-learning based models

Learning affinity via a spatial propagation neural network

Method and apparatus for adapting parameters of neural network

System and method for online analysis

SUPERVISED EXPLICIT SEMANTIC ANALYSIS

SPARSE CODING BASED CLASSIFICATION

Smart advanced content retrieval

Dynamic tuning of training parameters for machine learning algorithms

PHOTONIC NEURAL NETWORK SYSTEM

Method and apparatus for quantizing artificial neural network

METHOD AND SYSTEM FOR DETERMINING OBJECTS DEPICTED IN IMAGES

Learning assistance device, method of operating learning assistance device, learning assistance program, learning assistance system, and terminal device

Algorithm-specific neural network architectures for automatic machine learning model selection

Generative adversarial inverse trajectory optimization for probabilistic vehicle forecasting

Long-tail large scale face recognition by non-linear feature level domain adaptation

Long-tail large scale face recognition by non-linear feature level domain adaptation

Long-tail large scale face recognition by non-linear feature level domain adaptation

Long-tail large scale face recognition by non-linear feature level domain adaption

Protecting cognitive systems from model stealing attacks

Automatic feature learning from a relational database for predictive modelling

Dual deep learning architecture for machine-learning systems

Method and apparatus for building synonymy discriminating model and method and apparatus for discriminating synonymous text

Apparatus and methods for vector operations

METHOD FOR DETECTING ABNORMAL SESSION

Computational method for temporal pooling and correlation

Apparatus and methods for vector operations

Apparatus and methods for vector operations

Operation device and operation system

Generative adversarial inverse trajectory optimization for probabilistic vehicle forecasting

Parking Location Prediction

Methods and systems for the industrial internet of things

Vehicle localization based on neural network

Magnetic resonance fingerprinting optimization in magnetic resonance imaging

Method and apparatus for automatic localization of a fault

Thermography image processing with neural networks to identify corrosion under insulation (CUI)

Automated trailer hitching using image coordinates

Method and device for detecting dangerous situation

SYSTEM AND METHOD FOR LOCALIZATION OF ORIGINS OF CARDIAC ARRHYTHMIA USING ELECTROCARDIOGRAPHY AND NEURAL NETWORKS

System and method for machine-learning-based atrial fibrillation detection

Method and apparatus for training and evaluating artificial neural networks used to determine lung pathology

OOS sentence generating method and apparatus

Roof report generation

Method and apparatus for parsing and processing three-dimensional CAD model

INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD

Techniques for correcting linguistic training bias in training data

COURSE OF TREATMENT RECOMMENDATION SYSTEM

Hypercomplex deep learning methods, architectures, and apparatus for multimodal small, medium, and large-scale data representation, analysis, and applications

Approximating fully-connected layers with multiple arrays of 3x3 convolutional filter kernels in a CNN based integrated circuit

METHOD OF OPERATING KNOWLEDGEBASE AND SERVER USING THE SAME

Variable ISA vector-based compaction in distributed training of neural networks

ISA-based compression in distributed training of neural networks

Condensed memory networks

Anonymized time-series generation from recurrent neural networks

Method of operating artificial neural network with nonvolatile memory devices

Neural Network Co-Processing

ARTIFICIAL CONVERSATIONAL ENTITY METHODS AND SYSTEMS

Data augmentation for image classification tasks

Data augmentation for image classification tasks

Methods and processes of encrypted deep learning services

Method for locating one or more candidate digital images being likely candidates for depicting an object

Method and apparatus for detecting human face

Method and apparatus for outputting information of object relationship

Methods and systems for ball game analytics with a mobile device

Method and apparatus for facial recognition

Method and apparatus for facial recognition

Search engine that applies feedback from users to improve search results

TEXT CLASSIFICATION METHOD AND APPARATUS

Method for providing intelligent service, intelligent service system and intelligent terminal based on artificial intelligence

Machine learning based ranking of test cases for software development

Controller and machine learning device

Method and apparatus for removing noise from multi-channel fNIRS

Artificial intelligence with cyber security

Method for monitoring and controlling an electrical network

Selecting speech features for building models for detecting medical conditions

Eye tracking as a language proficiency test

Freespace detection in a driver assistance system of a motor vehicle with a neural network

Method and system for efficiently mining dataset essentials with bootstrapping strategy in 6DOF pose estimate of 3D objects

Method and device for three-dimensional feature-embedded image object component-level semantic segmentation

SYSTEM AND METHOD FOR AUTOMATED DEFECT DETECTION

System and method for facilitating model-based classification of transactions

Bridge impact detection and classification systems and methods

Method and apparatus for machine learning

METHOD AND APPARATUS FOR MACHINE LEARNING

Semantic signatures

Synchronization scheduler of distributed neural network training

Deep neural network performance analysis on shared memory accelerator systems

METHOD OF DESIGNING NEURAL NETWORK SYSTEM

BiLSTM-siamese network based classifier for identifying target class of queries and providing responses thereof

Optimizing production using design of experiment and reservoir modeling

System and method for implementing neural networks in integrated circuits

Systems and methods for deep model translation generation

Trained machine learning model for estimating structure feature measurements

On-line action detection using recurrent neural network

Classification of character strings using machine-learning

Method and apparatus for generating image

Predicting Non-Observable Parameters for Digital Components

Method and system for providing a highly-personalized recommendation engine

Electronic message classification and delivery using a neural network architecture

AGGREGATION AND DEDUPLICATION ENGINE

Steering for unstructured media stations

Predicting native language from gaze

Convolutional neural network architecture with adaptive filters

Apparatus and methods for vector operations

Efficient direct convolution using SIMD instructions

TRAINING AND TESTING OF A NEURAL NETWORK SYSTEM FOR DEEP ODOMETRY ASSISTED BY STATIC SCENE OPTICAL FLOW

Training and testing of a neural network method for deep odometry assisted by static scene optical flow

Methods and systems for the industrial internet of things

Adaptive control of negative learning for limited reconstruction capability auto encoder

Adaptive control of negative learning for limited reconstruction capability auto encoder

Automatic Harbor Surveillance System

Method for estimating geothermal gradient and device for estimating geothermal gradient

System and method for automatically activating turn indicators in a vehicle

Artificial Neural Network Based Sleep Disordered Breathing Screening Tool

Machine learning video processing systems and methods

K-nearest neighbor model-based content adaptive encoding parameters determination

Systems and methods for cyber intrusion detection and prevention

Machine training for native language and fluency identification

Machine training for native language and fluency identification

METHOD FOR AUTOMATICALLY RECOGNIZING ARTIFACTS IN COMPUTED-TOMOGRAPHY IMAGE DATA

Photorealistic human holographic augmented reality communication with interactive control in real-time using a cluster of servers

Smart imaging using artificial intelligence

MULTIPLICITY OF INTERSECTING NEURAL NETWORKS OVERLAY WORKLOADS

Learning apparatus, learning method, estimation apparatus, estimation method, and computer-readable storage medium

LEARNING DEVICE, INFORMATION PROCESSING DEVICE, LEARNING METHOD, AND COMPUTER PROGRAM PRODUCT

Nested machine learning architecture

Ultra-low power neuromorphic artificial intelligence computing accelerator

Mixed machine learning architecture

Sparse Neural Network Modeling Infrastructure

Classifying medical images using deep convolution neural network (CNN) architecture

Learning device, learning method, and storage medium

Automated and unsupervised generation of real-world training data

Machine learning system for generating classification data and part localization data for objects depicted in images

Region proposal for image regions that include objects of interest using feature maps from multiple layers of a convolutional neural network model

Method and apparatus for predicting walking behaviors, data processing apparatus, and electronic device

System for creating a reasoning graph and for ranking of its nodes

Deep compositional frameworks for human-like language acquisition in virtual environments

METHODS AND SYSTEMS FOR GENERATING REALTIME MAP INFORMATION

Unsupervised learning agents for autonomous driving applications

Methods and systems for the industrial Internet of Things

Methods and systems for the industrial internet of things

Methods and systems for the industrial internet of things

Methods and systems for the industrial internet of things

Methods and systems for the industrial internet of things

Methods and systems for the industrial internet of things

Apparatus for identifying objects outside of a line-of-sight

Systems, apparatuses, and methods for fluid analysis and monitoring

EPITOPE MIMICS

Memory system with LDPC decoder and method of operating such memory system and LDPC decoder

Content-based medical image retrieval method and retrieval system

DISTRIBUTED ANALYTICS SYSTEM FOR IDENTIFICATION OF DISEASES AND INJURIES

Thematic segmentation of long content using deep learning and contextual cues

AUDIO DATA LEARNING METHOD, AUDIO DATA INFERENCE METHOD AND RECORDING MEDIUM

Viewpoint invariant object recognition by synthesization and domain adaptation

Dense correspondence estimation with multi-level metric learning and hierarchical matching

Learning good features for visual odometry

Synthesizing and segmenting cross-domain medical images

System and method for determining a trained neural network model for scattering correction

Unified artificial intelligence model for multiple customer value variable prediction

Information processing apparatus, information processing method, and information processing system

Automated self-healing of a computing process

Constrained sample selection for training models

Machine learning based database management

Systems and methods for determining circuit-level effects on classifier accuracy

Apparatus and methods for training in convolutional neural networks

Apparatus and methods for training in fully connected layers of convolutional networks

MEMORY BANDWIDTH MANAGEMENT FOR DEEP LEARNING APPLICATIONS