{"total":27,"rows":[{"id":"2301.10343","title":"ClimaX: A foundation model for weather and climate","created":"2023-01-24","cited_by_count":337,"area":null},{"id":"2204.02028","title":"A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts","created":"2022-04-05","cited_by_count":66,"area":null},{"id":"2303.14468","title":"Autoregressive Conditional Neural Processes","created":"2023-03-25","cited_by_count":33,"area":null},{"id":"2203.08775","title":"Practical Conditional Neural Processes Via Tractable Dependent Predictions","created":"2022-03-16","cited_by_count":25,"area":null},{"id":"2105.12909","title":"Deconditional Downscaling with Gaussian Processes","created":"2021-05-27","cited_by_count":24,"area":null},{"id":"2209.00517","title":"The Neural Process Family: Survey, Applications and Perspectives","created":"2022-09-01","cited_by_count":23,"area":null},{"id":"2211.10381","title":"Environmental Sensor Placement with Convolutional Gaussian Neural Processes","created":"2022-11-18","cited_by_count":14,"area":null},{"id":"2302.01771","title":"Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation Approaches","created":"2023-02-03","cited_by_count":9,"area":null},{"id":"2305.14567","title":"Memory Efficient Neural Processes via Constant Memory Attention Block","created":"2023-05-23","cited_by_count":9,"area":null},{"id":"2406.01645","title":"FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation","created":"2024-06-03","cited_by_count":8,"area":null},{"id":"2310.19932","title":"Sim2Real for Environmental Neural Processes","created":"2023-10-30","cited_by_count":4,"area":null},{"id":"2404.13182","title":"Spectral Convolutional Conditional Neural Processes","created":"2024-04-19","cited_by_count":4,"area":null},{"id":"2403.16377","title":"Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes","created":"2024-03-25","cited_by_count":3,"area":null},{"id":"2305.00974","title":"On the use of Deep Generative Models for Perfect Prognosis Climate Downscaling","created":"2023-04-27","cited_by_count":2,"area":null},{"id":"2306.15169","title":"Exploiting Inferential Structure in Neural Processes","created":"2023-06-27","cited_by_count":2,"area":null},{"id":"2404.00411","title":"Aardvark weather: end-to-end data-driven weather forecasting","created":"2024-03-30","cited_by_count":2,"area":null},{"id":"2604.10414","title":"Neural Stochastic Processes for Satellite Precipitation Refinement","created":"2026-04-12","cited_by_count":2,"area":null},{"id":"2409.19835","title":"MoCoLSK: Modality Conditioned High-Resolution Downscaling for Land Surface Temperature","created":"2024-09-30","cited_by_count":1,"area":null},{"id":"2411.05850","title":"Are Deep Learning Methods Suitable for Downscaling Global Climate Projections? An Intercomparison for Temperature and Precipitation over Spain","created":"2024-11-06","cited_by_count":1,"area":null},{"id":"2506.09163","title":"Scalable Spatiotemporal Inference with Biased Scan Attention Transformer Neural Processes","created":"2025-06-10","cited_by_count":1,"area":null},{"id":"2511.06041","title":"Advancing Ocean State Estimation with efficient and scalable AI","created":"2025-11-08","cited_by_count":1,"area":null},{"id":"2603.08242","title":"Optimising antibiotic switching via forecasting of patient physiology","created":"2026-03-09","cited_by_count":0,"area":null},{"id":"2605.05912","title":"From Drops to Grid: Noise-Aware Spatio-Temporal Neural Process for Rainfall Estimation","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2606.01172","title":"Revisiting Neural Processes via Fourier Transform and Volterra Series","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2607.05645","title":"Domain-Adaptive Climate Downscaling Under Temporal Distribution Shift","created":"2026-07-06","cited_by_count":0,"area":null},{"id":"2607.11896","title":"OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes","created":"2026-06-12","cited_by_count":0,"area":null},{"id":"2608.12271","title":"Earth observation embeddings are effective sub-grid descriptors for probabilistic weather downscaling","created":"2026-08-12","cited_by_count":0,"area":null}],"next_cursor":null}