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Spatial Interpolation

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Showing 1–50 of 60 papers

TitleStatusHype
AID: Attention Interpolation of Text-to-Image DiffusionCode2
Positional Encoder Graph Neural Networks for Geographic DataCode1
SSIN: Self-Supervised Learning for Rainfall Spatial InterpolationCode1
Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image SegmentationCode1
Kriging Convolutional NetworksCode1
Auxiliary-task learning for geographic data with autoregressive embeddingsCode1
πVAE: a stochastic process prior for Bayesian deep learning with MCMCCode1
Video Shadow Detection via Spatio-Temporal Interpolation Consistency TrainingCode1
NIIRF: Neural IIR Filter Field for HRTF Upsampling and PersonalizationCode1
A Markov Reward Process-Based Approach to Spatial InterpolationCode0
Boosting House Price Estimations with Multi-Head Gated AttentionCode0
Deep Spatial Domain GeneralizationCode0
Attention-Based Spatial Interpolation for House Price PredictionCode0
Intelligent Spatial Interpolation-based Frost Prediction Methodology using Artificial Neural Networks with Limited Local DataCode0
Improving Real Estate Appraisal with POI Integration and Areal EmbeddingCode0
Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial NetworksCode0
Stress-Testing Multimodal Foundation Models for Crystallographic ReasoningCode0
Positive definite nonparametric regression using an evolutionary algorithm with application to covariance function estimationCode0
Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision—0
Experimental Study of Spatial Statistics for Ultra-Reliable Communications—0
GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction—0
Geographic ratemaking with spatial embeddings—0
High-resolution LIDAR-based Depth Mapping using Bilateral Filter—0
Improved prediction accuracy for disease risk mapping using Gaussian Process stacked generalisation—0
Improving Spatio-Temporal Understanding of Particulate Matter using Low-Cost IoT Sensors—0
Improving trajectory calculations using deep learning inspired single image superresolution—0
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning—0
Integration of Roadside Camera Images and Weather Data for Monitoring Winter Road Surface Conditions—0
Uncertainty estimation of machine learning spatial precipitation predictions from satellite data—0
Merging satellite and gauge-measured precipitation using LightGBM with an emphasis on extreme quantiles—0
MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling—0
Probabilistic Spatial Interpolation of Sparse Data using Diffusion Models—0
Reservoir Static Property Estimation Using Nearest-Neighbor Neural Network—0
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution—0
Spatial Transformers for Radio Map Estimation—0
Stochastic Processes with Modified Lognormal Distribution Featuring Flexible Upper Tail—0
Supervised Deep Kriging for Single-Image Super-Resolution—0
T-GMSI: A transformer-based generative model for spatial interpolation under sparse measurements—0
Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN)—0
Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products—0
Video Stitching for Linear Camera Arrays—0
Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression—0
Wind Field Reconstruction with Adaptive Random Fourier Features—0
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning—0
A Fourier interpolation method for numerical solution of FBSDEs: Global convergence, stability, and higher order discretizations—0
A Generalized Unified Skew-Normal Process with Neural Bayes Inference—0
A Hybrid Framework for Spatial Interpolation: Merging Data-driven with Domain Knowledge—0
A Neural Network Approach to Efficient Valuation of Large Portfolios of Variable Annuities—0
A Spatial Interpolation Framework for Efficient Valuation of Large Portfolios of Variable Annuities—0
Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation—0
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