| Uncertainty estimation of machine learning spatial precipitation predictions from satellite data | Nov 13, 2023 | BenchmarkingFeature Importance | —Unverified | 0 |
| Bivariate DeepKriging for Large-scale Spatial Interpolation of Wind Fields | Jul 16, 2023 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| Kriging Convolutional Networks | Jun 15, 2023 | Spatial Interpolation | CodeCode Available | 1 |
| Positive definite nonparametric regression using an evolutionary algorithm with application to covariance function estimation | Apr 25, 2023 | Density Estimationregression | CodeCode Available | 0 |
| Merging satellite and gauge-measured precipitation using LightGBM with an emphasis on extreme quantiles | Feb 2, 2023 | quantile regressionSpatial Interpolation | —Unverified | 0 |
| Development of End-to-End Low-Cost IoT System for Densely Deployed PM Monitoring Network: An Indian Case Study | Nov 29, 2022 | Data VisualizationSpatial Interpolation | —Unverified | 0 |
| Deep Spatial Domain Generalization | Oct 3, 2022 | Domain GeneralizationGraph Neural Network | CodeCode Available | 0 |
| Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training | Jun 17, 2022 | Shadow DetectionSpatial Interpolation | CodeCode Available | 1 |
| Improving trajectory calculations using deep learning inspired single image superresolution | Jun 7, 2022 | Deep LearningSpatial Interpolation | —Unverified | 0 |
| Intelligent Spatial Interpolation-based Frost Prediction Methodology using Artificial Neural Networks with Limited Local Data | Apr 15, 2022 | Ensemble LearningPrediction | CodeCode Available | 0 |
| Positional Encoder Graph Neural Networks for Geographic Data | Nov 19, 2021 | Gaussian Processesregression | CodeCode Available | 1 |
| Attention-Based Spatial Interpolation for House Price Prediction | Oct 21, 2021 | PredictionSpatial Interpolation | CodeCode Available | 0 |
| Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning | Aug 14, 2021 | GPRPrediction | —Unverified | 0 |
| A Markov Reward Process-Based Approach to Spatial Interpolation | Jun 1, 2021 | Gaussian ProcessesSpatial Interpolation | CodeCode Available | 0 |
| Geographic ratemaking with spatial embeddings | Apr 26, 2021 | ManagementSpatial Interpolation | —Unverified | 0 |
| Wind Field Reconstruction with Adaptive Random Fourier Features | Feb 4, 2021 | Spatial Interpolation | —Unverified | 0 |
| Centralized Information Interaction for Salient Object Detection | Dec 21, 2020 | Objectobject-detection | —Unverified | 0 |
| Integration of Roadside Camera Images and Weather Data for Monitoring Winter Road Surface Conditions | Sep 22, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Bayesian deep learning for mapping via auxiliary information: a new era for geostatistics? | Aug 17, 2020 | Spatial Interpolation | —Unverified | 0 |
| Example-Guided Image Synthesis using Masked Spatial-Channel Attention and Self-Supervision | Aug 1, 2020 | Image GenerationSpatial Interpolation | —Unverified | 0 |
| Auxiliary-task learning for geographic data with autoregressive embeddings | Jun 18, 2020 | BIG-bench Machine LearningImage Generation | CodeCode Available | 1 |
| Improving Spatio-Temporal Understanding of Particulate Matter using Low-Cost IoT Sensors | May 12, 2020 | Spatial Interpolation | —Unverified | 0 |
| Deep Learning Framework for Detecting Ground Deformation in the Built Environment using Satellite InSAR data | May 7, 2020 | Matrix CompletionSpatial Interpolation | —Unverified | 0 |
| Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision | Apr 18, 2020 | Image GenerationSpatial Interpolation | —Unverified | 0 |
| πVAE: a stochastic process prior for Bayesian deep learning with MCMC | Feb 17, 2020 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 |