| Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning | Jun 16, 2025 | HallucinationSpatial Interpolation | CodeCode Available | 0 |
| MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling | Jun 2, 2025 | Spatial Interpolation | —Unverified | 0 |
| Probabilistic Spatial Interpolation of Sparse Data using Diffusion Models | May 26, 2025 | ImputationSpatial Interpolation | —Unverified | 0 |
| Stochastic Processes with Modified Lognormal Distribution Featuring Flexible Upper Tail | May 17, 2025 | Spatial InterpolationTime Series Forecasting | —Unverified | 0 |
| Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution | Feb 9, 2025 | Spatial InterpolationWeather Forecasting | —Unverified | 0 |
| Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression | Jan 29, 2025 | Federated LearningGPR | —Unverified | 0 |
| T-GMSI: A transformer-based generative model for spatial interpolation under sparse measurements | Dec 13, 2024 | Generative Adversarial NetworkSpatial Interpolation | —Unverified | 0 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | Dec 9, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction | Dec 5, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| A Generalized Unified Skew-Normal Process with Neural Bayes Inference | Nov 26, 2024 | Gaussian ProcessesSpatial Interpolation | —Unverified | 0 |
| Spatial Transformers for Radio Map Estimation | Nov 2, 2024 | Spatial Interpolation | —Unverified | 0 |
| Community search signatures as foundation features for human-centered geospatial modeling | Oct 30, 2024 | Community SearchMissing Values | —Unverified | 0 |
| Cross-Country Comparative Analysis of Climate Resilience and Localized Mapping in Data-Sparse Regions | Sep 13, 2024 | Spatial Interpolation | —Unverified | 0 |
| Reservoir Static Property Estimation Using Nearest-Neighbor Neural Network | Sep 4, 2024 | Spatial InterpolationUncertainty Quantification | —Unverified | 0 |
| A Hybrid Framework for Spatial Interpolation: Merging Data-driven with Domain Knowledge | Aug 28, 2024 | Spatial Interpolation | —Unverified | 0 |
| Boosting House Price Estimations with Multi-Head Gated Attention | May 13, 2024 | Spatial Interpolation | CodeCode Available | 0 |
| AID: Attention Interpolation of Text-to-Image Diffusion | Mar 26, 2024 | Spatial Interpolation | CodeCode Available | 2 |
| Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN) | Mar 15, 2024 | Graph Neural NetworkSpatial Interpolation | —Unverified | 0 |
| Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products | Mar 14, 2024 | Decision MakingEnsemble Learning | —Unverified | 0 |
| NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization | Feb 27, 2024 | Spatial Interpolation | CodeCode Available | 1 |
| Experimental Study of Spatial Statistics for Ultra-Reliable Communications | Feb 17, 2024 | Spatial Interpolation | —Unverified | 0 |
| Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation | Jan 16, 2024 | Data AugmentationPseudo Label | —Unverified | 0 |
| ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution | Dec 3, 2023 | channel selectionEEG | —Unverified | 0 |
| SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation | Nov 27, 2023 | Self-Supervised LearningSpatial Interpolation | CodeCode Available | 1 |
| Improving Real Estate Appraisal with POI Integration and Areal Embedding | Nov 20, 2023 | feature selectionSpatial Interpolation | CodeCode Available | 0 |
