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Gaussian Process Regression
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Showing 101–125 of 270 papers
Title
Date
Tasks
Status
Hype
Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network
Mar 29, 2020
GPR
—
Unverified
0
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions
Dec 23, 2020
GPR
Position
—
Unverified
0
Evaluation of uncertainty estimations for Gaussian process regression based machine learning interatomic potentials
Oct 27, 2024
Active Learning
GPR
—
Unverified
0
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models
Oct 31, 2022
Bayesian Optimization
Classification
—
Unverified
0
Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity
Aug 23, 2022
GPR
Model Selection
—
Unverified
0
A novel data generation scheme for surrogate modelling with deep operator networks
Feb 24, 2024
GPR
Operator learning
—
Unverified
0
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN
Mar 22, 2018
GPR
object-detection
—
Unverified
0
Deep Learning for Epidemiological Predictions
Jul 21, 2018
Deep Learning
Epidemiology
—
Unverified
0
An LMI Framework for Contraction-based Nonlinear Control Design by Derivatives of Gaussian Process Regression
Jan 20, 2023
GPR
regression
—
Unverified
0
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects
Jul 13, 2022
Decoder
GPR
—
Unverified
0
Flight Sensor Data and Beamforming based Integrated UAV Tracking with Channel Estimation using Gaussian Process Regression
Nov 20, 2020
GPR
Position
—
Unverified
0
Forecasting Monthly Residential Natural Gas Demand Using Just-In-Time-Learning Modeling
Feb 28, 2025
GPR
Time Series
—
Unverified
0
Frequency-domain Blind Quality Assessment of Blurred and Blocking-artefact Images using Gaussian Process Regression model
Mar 5, 2023
Blocking
GPR
—
Unverified
0
Compact Dual-Polarized Vivaldi Antenna for Ground Penetrating Radar (GPR) Application
Nov 27, 2020
GPR
—
Unverified
0
Gaussian-process-regression-based method for the localization of exceptional points in complex resonance spectra
Feb 7, 2024
GPR
—
Unverified
0
Gaussian Process Regression for Pricing Variable Annuities with Stochastic Volatility and Interest Rate
Jul 22, 2019
GPR
regression
—
Unverified
0
Adaptive Transfer Learning for Plant Phenotyping
Jan 14, 2022
BIG-bench Machine Learning
GPR
—
Unverified
0
Gaussian Process Regression with Local Explanation
Jul 3, 2020
GPR
Prediction
—
Unverified
0
Gaze-Sensing LEDs for Head Mounted Displays
Mar 18, 2020
Dimensionality Reduction
Gaze Estimation
—
Unverified
0
Data-Driven Response Regime Exploration and Identification for Dynamical Systems
Apr 7, 2023
GPR
—
Unverified
0
Global Optimization Networks
Feb 2, 2022
global-optimization
GPR
—
Unverified
0
GPR-based Detection of Voids and Evaluation of Grouting Under Semi-rigid Basement
Nov 21, 2018
GPR
—
Unverified
0
Data Driven Prediction of Battery Cycle Life Before Capacity Degradation
Oct 19, 2021
GPR
regression
—
Unverified
0
GPR-based Subsurface Object Detection and Reconstruction Using Random Motion and DepthNet
Aug 20, 2020
Depth Estimation
Depth Prediction
—
Unverified
0
Data-Driven, Parameterized Reduced-order Models for Predicting Distortion in Metal 3D Printing
Dec 5, 2024
GPR
—
Unverified
0
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