Partial Inference Framework For Sequential DNN Processing On Constrained Devices, And Acoustic Scene Classification Using Said Partial Inference Framework

ADVERSARIAL INFORMATION BOTTLENECK STRATEGY FOR IMPROVED MACHINE LEARNING

Batch processing in a machine learning computer

DEEP SIMULATION NETWORKS

Deep Hybrid Graph-Based Forecasting Systems

SYSTEMS AND METHODS UTILIZING MACHINE LEARNING TECHNIQUES FOR TRAINING NEURAL NETWORKS TO GENERATE DISTRIBUTIONS

ADAPTING AI MODELS FROM ONE DOMAIN TO ANOTHER

INTEGRATED CIRCUIT WITH A CONFIGURABLE NEUROMORPHIC NEURON APPARATUS FOR ARTIFICIAL NEURAL NETWORKS

GENERATING OUTPUT SEQUENCES FROM INPUT SEQUENCES USING NEURAL NETWORKS

Integrated artificial neuron device

METHOD AND SYSTEM FOR BIT QUANTIZATION OF ARTIFICIAL NEURAL NETWORK

DATA PROCESSING METHOD FOR NEURAL NETWORK ACCELERATOR, DEVICE AND STORAGE MEDIUM

PROCESS FOR PROCESSING DATA BY AN ARTIFICIAL NEURAL NETWORK WITH GROUPED EXECUTIONS OF INDIVIDUAL OPERATIONS TO AVOID SIDE-CHANNEL ATTACKS, AND CORRESPONDING SYSTEM

METHOD OF EXECUTING CLASSIFICATION PROCESS USING MACHINE LEARNING MODEL, INFORMATION PROCESSING DEVICE, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM STORING COMPUTER PROGRAM

Memory network method based on automatic addressing and recursive information integration

TRAINING NEURAL NETWORKS BASED ON DUAL PIPELINE ARCHITECTURES

Graph neural network training methods and systems

System and method of predicting human interaction with vehicles

Text refinement network

Embedding contextual information in an image to assist understanding

Method and apparatus for image recognition in mobile communication device to identify and weigh items

Handwriting recognition with language modeling

Machine translation of entities

Systems and methods for XBRL tag suggestion and validation

Source code retrieval

SCENE GRAPH MODIFICATION BASED ON NATURAL LANGUAGE COMMANDS

Network-on-chip data processing method and device

Parallel iterator for machine learning frameworks

Methods and Systems for Determining a State of an Arrangement of Electric and/or Electronic Components

System and methods for the measurement of drilling mud flow in real-time

System and method for virtual character animation using motion capture

Video processing using a spectral decomposition layer

Contextual Data Security

DISEASE-GENE PRIORITIZATION METHOD AND SYSTEM

ANNA (All Now Network Access)

System and methods for radiographic image quality assessment and protocol optimization

Medical visual question answering

PEPTIDE-BASED VACCINE GENERATION

Methods and apparatus to determine audio quality

METHOD AND APPARATUS FOR SEARCHING NEURAL NETWORK ARCHITECTURE

Electronic device and method for processing image by same

MODULAR NEURAL NETWORK COMPUTING APPARATUS WITH DISTRIBUTED NEURAL NETWORK STORAGE

Prediction method, device and system for rock mass instability stages

SELF-PRUNING NEURAL NETWORKS FOR WEIGHT PARAMETER REDUCTION

PRE-TRAINING METHOD OF NEURAL NETWORK MODEL, ELECTRONIC DEVICE AND MEDIUM

Training a Neural Network using Graph-Based Temporal Classification

METHOD AND SYSTEM FOR CONVOLUTION MODEL MULTI-MODE HARDWARE ACCELERATOR

Deep Learning Accelerator in Memory Utilized in Factory Safety Monitoring Systems

PROCESSOR FOR NEURAL NETWORK, PROCESSING METHOD FOR NEURAL NETWORK, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM

REINFORCEMENT LEARNING-BASED RECLOSER CONTROL FOR DISTRIBUTION CABLES WITH DEGRADED INSULATION LEVEL

Multi-Phase Training Techniques for Machine Learning Models Using Weighted Training Data

DETERMINATION OF THE DRIVING CONTEXT OF A VEHICLE

METHOD AND SYSTEM FOR CONVOLUTION MODEL HARDWARE ACCELERATOR

Deep neural network hardener

Unsupervised training of a video feature extractor

Content extraction based on graph modeling

System and method of monitoring attributes associated with users of information handling systems

Intelligent conversational gateway

Utilizing machine learning models to identify insights in a document

Multi-task learning of query intent and named entities

Optimization for deconvolution

Expanded kernel generation

DEEP LEARNING SYSTEM FOR FINITE ELEMENT APPROXIMATION AND STIFFNESS MATRIX GENERATION APPARATUS ACCORDING TO REFERENCE DATA MODEL

SYMBOLIC VALIDATION OF NEUROMORPHIC HARDWARE

Cloud platform and method for efficient processing of pooled data

Information processing apparatus and a method for processing a workload

Data processing system and method for heterogeneous architecture

CONTROLLER AND METHOD FOR GESTURE RECOGNITION AND A GESTURE RECOGNITION DEVICE

METHODS AND SYSTEMS TO DETERMINE SHAPES FOR SEMICONDUCTOR OR FLAT PANEL DISPLAY FABRICATION

Machine-vision system for automated adjustment of a detasseler machine

High-performance CNN inference model at the pixel-parallel CMOS image sensor

Intelligent chat channel processor

SYSTEM AND METHOD FOR PROCESSING HUMAN RELATED DATA INCLUDING PHYSIOLOGICAL SIGNALS TO MAKE CONTEXT AWARE DECISIONS WITH DISTRIBUTED MACHINE LEARNING AT EDGE AND CLOUD

ATTENTION-BASED NEURAL NETWORK TO PREDICT PEPTIDE BINDING, PRESENTATION, AND IMMUNOGENICITY

EMERGENCY SIREN DETECTION FOR AUTONOMOUS VEHICLES

SUB-SPECTRAL NORMALIZATION FOR NEURAL AUDIO DATA PROCESSING

4-dimensional trajectory regulatory decision-making method for air traffic

Data-driven, photorealistic social face-trait encoding, prediction, and manipulation using deep neural networks

Methods for providing information about a person based on facial recognition

3D TEXTURING VIA A RENDERING LOSS

Customized product performance prediction method based on heterogeneous data difference compensation fusion

Progressive modification of generative adversarial neural networks

MULTI-TASK LEARNING VIA GRADIENT SPLIT FOR RICH HUMAN ANALYSIS

NON-HOMOGENEOUS MACHINE LEARNING ARCHITECTURE FOR APPROXIMATING AN OVERALL FUNCTION AND TRAINING METHOD THEREOF

Vehicle detection of missing body parts

COMPACT SUPPORT NEURAL NETWORK

TRAINING GIANT NEURAL NETWORKS USING PIPELINE PARALLELISM

Neural Network Model Processing Method and Apparatus

Embedded Multi-Attribute Machine Learning For Storage Devices

ENHANCED RECONFIGURABLE INTERCONNECT NETWORK

Tensor ring decomposition for neural networks

LOAD BALANCING FOR MEMORY CHANNEL CONTROLLERS

ELECTRONIC DEVICE AND OPERATING METHOD THEREOF

Implementation of a neural network in multicore hardware

Scalable integrated circuit with synaptic electronics and CMOS integrated memristors

METHOD OF PERFORMING SPLITTING IN NEURAL NETWORK MODEL BY MEANS OF MULTI-CORE PROCESSOR, AND RELATED PRODUCT

METHOD AND APPARATUS FOR QUALITY PREDICTION

Gated unit for a gated recurrent neural network

System and method for artificial intelligence driven document analysis, including searching, indexing, comparing or associating datasets based on learned representations

System and method to safeguarding sensitive information in cobrowsing session

Hardware-assisted malware detection using explainable machine learning

Generating embeddings in a multimodal embedding space for cross-lingual digital image retrieval

Network-on-chip data processing method and device

Network-on-chip data processing based on operation field and opcode

Network-on-chip data processing method and device

Data processing device with transmission circuit

Network-on-chip data processing method and device

Arbitration based machine learning data processor

Network-on-chip data processing method and device

METHOD AND DEVICE FOR CALCULATING RUNTIME OF NEURAL NETWORK ON PROCESSOR

Smart tool with integrated neural network image analysis

UTILITY POLE LOCALIZATION BY DISTRIBUTED FIBER SENSING OF AERIAL FIBER CABLE

System and method for neural network-based autonomous driving

Cellular system

Gesture detection in embedded applications

Joint training of neural networks using multi-scale hard example mining

Method and devices for presenting and manipulating conditionally dependent synthesized reality content threads

Image processing method and apparatus and computer program product for the same

Method and device for semantic segmentation of image

Distortion-based filtering for image classification

Credit decisioning based on graph neural networks

Method for recommending vehicles

SUPERLOSS: A GENERIC LOSS FOR ROBUST CURRICULUM LEARNING

COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING DEVICE, AND INFORMATION PROCESSING METHOD

Correlating data center resources in a multi-tenant execution environment using machine learning techniques

METHOD AND DEVICE FOR GENERATING OPERATION DATA AND RELATED PRODUCT

METHOD FOR DETERMINING SAFETY-CRITICAL OUTPUT VALUES BY WAY OF A DATA ANALYSIS DEVICE FOR A TECHNICAL ENTITY

ARTIFICIAL NEURAL NETWORK ARCHITECTURES FOR RESOURCE-CONSTRAINED APPLICATIONS

Method and apparatus for unification based coding for neural network model compression

Integer-based fused convolutional layer in a convolutional neural network

Training neural networks using data augmentation policies

Systems and methods for classification of arterial image regions and features thereof

Weakly supervised multi-task learning for concept-based explainability

Image based content search and recommendations

INDOOR SCENE UNDERSTANDING FROM SINGLE-PERSPECTIVE IMAGES

Detecting objects and determining behaviors of objects

Adaptive perception by vehicle sensors

DETERMINING DRIVING FEATURES USING TIMED NARROW AI AGENT ALLOCATION

System, Method and Computer Program Product Configured for Sensor-Based Enhancement of Physical Rehabilitation

Using neural network filtering in video coding

Joint-component neural network based filtering during video coding

Occlusion processing for frame rate conversion using deep learning

APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS TO PARTITION NEURAL NETWORKS FOR EXECUTION AT DISTRIBUTED EDGE NODES

Method and system for privacy preserving multifactor biometric authentication

Functional protein classification for pandemic research

Speech recognition device, search device, speech recognition method, search method, and program

Transformer transducer: one model unifying streaming and non-streaming speech recognition

Systems and methods for a multilingual speech recognition framework

Method and device for high-speed image recognition using 3D CNN

METHOD, APPARATUS, SYSTEM AND COMPUTER-READABLE RECORDING MEDIUM FOR FEATURE INFORMATION

INFERRING UNOBSERVED EVENT PROBABILITIES

Method, system, and computer program product for fraud prevention using deep learning and survival models

Systems and methods for linking indices associated with environmental impact determinations for transactions

Scale-permuted machine learning architecture

METHODS AND APPARATUS TO TRAIN MODELS FOR PROGRAM SYNTHESIS

NEURAL NETWORK METHOD AND APPARATUS

SYSTEMS AND METHODS FOR NUMERICAL REASONING BY A PARTIALLY SUPERVISED NUMERIC REASONING MODULE NETWORK

ARTIFICIAL INTELLIGENCE-BASED INFORMATION MANAGEMENT SYSTEM PERFORMANCE METRIC PREDICTION

DECIMATING HIDDEN LAYERS FOR TRAINING TRANSFORMER MODELS

Three dimensional circuit implementing machine trained network

Mappable filter for neural processor circuit

METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCTS

Neural networks with pre-normalized layers or regularization normalization layers

SYSTEM AND ARCHITECTURE NEURAL NETWORK ACCELERATOR INCLUDING FILTER CIRCUIT

Predictive microservices activation using machine learning

METHODS AND APPARATUS FOR PERFORMING A MACHINE LEARNING OPERATION USING STORAGE ELEMENT POINTERS

Apparatus for encoding and decoding feature map and method using the same

Multiplication-free approximation for neural networks and sparse coding

METHOD FOR MANAGING A CONVOLUTIONAL COMPUTATION AND CORRESPONDING DEVICE

Automated honeypot creation within a network

COMPUTING SYSTEM FOR DETERMINING QUALITY OF VIRTUAL MACHINE TELEMETRY DATA

HIGHLY PARALLEL PROCESSING ARCHITECTURE USING DUAL BRANCH EXECUTION

Data pipeline and deep learning system for autonomous driving

SMART MOSQUITO TRAP FOR MOSQUITO CLASSIFICATION

Method of association of user equipment in a cellular network according to a transferable association policy

Activation function design in neural network-based filtering process for video coding

Multi-quality video super resolution with micro-structured masks

Customizing chatbots based on user specification

METHOD FOR DRUG CLASSIFICATION, TERMINAL DEVICE, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

In-situ detection of anomalies in integrated circuits using machine learning models

Body shape and pose estimation via volumetric regressor for raw three dimensional scan models

Computer automated interactive activity recognition based on keypoint detection

Methods and systems for graph-based cross-domain restaurant recommendation

Rules-based generation of transmissions to connect members of an organization

DEVICE AND METHOD FOR CLASSIFYING AN INPUT SIGNAL USING AN INVERTIBLE FACTORIZATION MODEL

APPLYING DIRECTIONALITY TO AUDIO

Interpretable visualization system for graph neural network

Bank-balanced-sparse activation feature maps for neural network models

Method and system for probably robust classification with detection of adversarial examples

INTERPRETABLE DEEP LEARNING-BASED DEFECT DETECTION AND CLASSIFICATION

KNOWLEDGE DISCOVERY USING A NEURAL NETWORK

Mitigating delusional bias in deep Q-learning for robotic and/or other agents

PERSISTENT WEIGHTS IN TRAINING

NEAR MEMORY SPARSE MATRIX COMPUTATION IN DEEP NEURAL NETWORK

Neural Architecture Search with Factorized Hierarchical Search Space

METHOD AND APPARATUS FOR NEURAL ARCHITECTURE SEARCH

TRAINING NEURAL NETWORKS FOR AN EFFICIENT IMPLEMENTATION ON HARDWARE

MULTI-MODAL REPRESENTATION BASED EVENT LOCALIZATION

Reconfigurable hardware buffer in a neural networks accelerator framework

Non-volatile memory accelerator for artificial neural networks

PIPELINING FOR ANALOG-MEMORY-BASED NEURAL NETWORKS WITH ALL-LOCAL STORAGE

METHODS AND APPARATUS FOR MATRIX PROCESSING IN A CONVOLUTIONAL NEURAL NETWORK

OUTLIER DETECTION IN A DEEP NEURAL NETWORK USING T-WAY FEATURE COMBINATIONS

Text partitioning method, text classifying method, apparatus, device and storage medium

Learning system, learning device, learning method, learning program, teacher data creation device, teacher data creation method, teacher data creation program, terminal device, and threshold value changing device

Splitting neural networks on multiple edge devices to train on vertically distributed data

Neural network image processing

Data-based updating of the training of classifier networks

Systems and methods with robust classifiers that defend against patch attacks

DEVICE FOR COMPENSATING MOVEMENT OF AN EVENT-DRIVEN SENSOR AND ASSOCIATED OBSERVATION SYSTEM AND METHOD

Named entity recognition with convolutional networks

Generating symbolic domain models from multimodal data

Word sense disambiguation using a deep logico-neural network

Responsive category prediction for user queries

SYSTEM AND METHOD FOR GEOCODING

Method for retrieving footprint images

Classifying and filtering data from a data stream

Method and system for entity resolution

DYNAMIC CACHE MANAGEMENT IN BEAM SEARCH

Low-power programmable truncated multiplication circuitry

Non-volatile memory with on-chip principal component analysis for generating low dimensional outputs for machine learning

System and machine learning method for localization of an input device relative to a touch sensitive surface

System and machine learning method for detecting input device distance from touch sensitive surfaces

Correcting borehole images using machine-learning models

Method for forecasting demand load of hybrid electric ship by means of working condition

OPERATING SOUND ESTIMATION DEVICE FOR VEHICLE ON-BOARD COMPONENT, OPERATING SOUND ESTIMATION METHOD FOR VEHICLE ON-BOARD COMPONENT, AND MEMORY MEDIUM

Apparatus, method and storage medium for image encoding/decoding to perform intra prediction using artificial neutral network

Fast multi-rate encoding for adaptive streaming using machine learning

Solid-state imaging element, signal processing method thereof, and electronic device

Cellular system

Discovering novel features to use in machine learning techniques, such as machine learning techniques for diagnosing medical conditions

Method of detecting anomaly of road side unit and apparatus therefor

Living body detection method based on facial recognition, and electronic device and storage medium

Artificial intelligence (AI) system using height seed initialization for extraction of digital elevation models (DEMs) and related methods

Intelligent vehicle trajectory measurement method based on binocular stereo vision system

METHOD AND APPARATUS FOR ANALYSIS OF HISTOPATHOLOGY IMAGE DATA

OPERATION PROGRAM, OPERATION METHOD, AND OPERATION DEVICE

Learning method of generative adversarial network with multiple generators for image denoising

Asset assessment via graphical encoding of liability

Dynamic chatbot session based on product image and description discrepancy

Information processing apparatus, information processing method, information providing system, machine learning device, and inference device

Automated evaluation of anti-counterfeiting measures

DEVICE AND METHOD FOR DETERMINING A KNOWLEDGE GRAPH

SYSTEM AND METHOD FOR PRUNING FILTERS IN DEEP NEURAL NETWORKS

INPUT ORDERING NEURAL NETWORK DECOMPOSITION

Distributed learning anomaly detector

ARCHITECTED LIBRARY INTERFACE FOR KERNEL FUSION

Method and Apparatus for Offloading Tasks to Accelerator for Enhancing System Performance Using Configurable Devices

ELECTRONIC CALCULATOR FOR THE IMPLEMENTATION OF AN ARTIFICIAL NEURAL NETWORK, WITH CALCULATION BLOCKS OF SEVERAL TYPES

LOW POWER MULTI-STAGE SELECTABLE NEURAL NETWORK SUPPRESSION

MACHINE LEARNING NETWORK FOR SCREENING QUANTUM DEVICES

Systems and Methods for Producing an Architecture of a Pyramid Layer

NEURAL NETWORK MODEL SPLITTING METHOD, APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM

INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING SYSTEM

METHOD AND APPARATUS FOR QUANTIZING PARAMETERS OF NEURAL NETWORK

SYSTEM AND METHOD FOR POST-TRAINING QUANTIZATION OF DEEP NEURAL NETWORKS WITH PER-CHANNEL QUANTIZATION MODE SELECTION

QUANTIZATION FOR NEURAL NETWORK COMPUTATION

NEURAL ARCHITECTURE SEARCH VIA SIMILARITY-BASED OPERATOR RANKING

System improvement for deep neural networks

Information processing apparatus, information processing method, and storage medium

Electronic device and method for training or applying neural network model

Classification based on characterization analysis methods and systems

Image processing apparatus and control method thereof

Multimodal translation method, apparatus, electronic device and computer-readable storage medium

Query understanding methods and systems

Multitask parallel processing method and apparatus, computer device and storage medium

Method, apparatus, and system for human identification based on human radio biometric information

Virtual lane estimation using a recursive self-organizing map

Vehicle control device and electronic control system

Automated prediction of user response states based on traversal behavior

Deep disengagement detection during telesurgery

Smartphone software-based measurement of cyanosis and capillary refill time

End-to-end neural network based video coding

Privacy protection-based user recognition methods, apparatuses, and devices

SYSTEM AND METHOD FOR GENERATING DIFFERENTIAL DIAGNOSIS IN A HEALTHCARE ENVIRONMENT

SPEAKER SPECIFIC SPEECH ENHANCEMENT

Artificial intelligence voice response system for speech impaired users

Multilingual text-to-speech synthesis

METHOD AND SERVER FOR A TEXT-TO-SPEECH PROCESSING

LEARNING CONTENT RECOMMENDATION APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR DETERMINING RECOMMENDATION QUESTION BY REFLECTING LEARNING EFFECT OF USER

Vehicle intelligence tool for early warning with fault signature

METHOD AND DEVICE FOR IMAGE SEARCH, AND STORAGE MEDIUM

Methods and systems for registering images for electronic designs

Deep learning for near-infrared fluorescence imaging enhancement

Encoding multi-dimensional information for deep vision learning

Data processing method and apparatus, and related product

Semantic learning in a federated learning system

LOAD FORECASTING

OBLIVIOUS BINARY NEURAL NETWORKS

MACHINE LEARNING

SYSTEM AND METHOD FOR TEACHING COMPOSITIONALITY TO CONVOLUTIONAL NEURAL NETWORKS

Recommending edges via importance aware machine learned model

Computation system with a plurality of comparators and a global circuit

GENERATING WORD EMBEDDINGS WITH A WORD EMBEDDER AND A CHARACTER EMBEDDER NEURAL NETWORK MODELS

Configurable Three-Dimensional Neural Network Array

DATA COMPRESSION DEVICE AND METHOD FOR A DEEP NEURAL NETWORK

Apparatus and method for property joint interpolation and prediction

Image augmentation and object detection

Method and apparatus for processing images, device and storage medium

METHOD AND SYSTEM FOR PRODUCT SEARCH BASED ON IMAGE RESTORATION