MM
Miro Miranda
cs.LGcs.AIcs.CVanomaly detectionautoencoderdeep learningdisease detectionEnvironmental EngineeringEnvironmental MonitoringEnvironmental Sciences
On Valency
published · living versionsW_kmnd5zqd·v1 · currentpublished
Ground-to-Satellite Knowledge Distillation for Crop Classification under Temporal and Geographic Shift
with Rocco Sedona, Valerio Marsocci, Gabriele Cavallaro, Claudia Paris
1 version
Preprints & journals
10 papers in the corpus · 2022–2026YieldSAT: A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction2604.00940v1 · Miro Miranda, Deepak Pathak, Patrick Helber et al.2026 · 0 citationsarXiv
Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction2510.18648v1 · Miro Miranda, Marcela Charfuelan, Matias Valdenegro Toro et al.2025 · 1 citationarXiv
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks2504.06915v1 · Miro Miranda, Francisco Mena, Andreas Dengel2025 · 0 citationsarXiv
On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation?2503.19719v1 · Francisco Mena, Diego Arenas, Miro Miranda et al.2025 · 2 citations2025 IEEE International Geoscience and Remote Sensing Symposium
Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting2501.00502v1 · Miro Miranda, Marcela Charfuelan, Andreas Dengel2024 · 2 citationshttps://www.climatechange.ai/papers/neurips2024/45
Prediction of the daily spatial variation of stem water potential in cherry orchards using weather and Sentinel-2 datax53h6s · Francisco Zambrano, Abel Herrera, Mauricio Olguín et al.2024 · 4 citationsEarthArXiv
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing2407.08274v1 · Hiba Najjar, Miro Miranda, Marlon Nuske et al.2024 · 32 citationsarXiv
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction2401.11844v1 · Francisco Mena, Deepak Pathak, Hiba Najjar et al.2024 · 89 citationsRemote Sensing of Environment, Volume 318, 2025
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level2308.08948v1 · Deepak Pathak, Miro Miranda, Francisco Mena et al.2023 · 20 citationsarXiv
Detection of Anomalous Grapevine Berries Using Variational Autoencoders.35720600 · Miranda, Miro, Zabawa, Laura, Kicherer, Anna et al.2022 · 18 citationsFrontiers in plant science. 2022;13:729097
Career total: 19 works. 10 are in this corpus.
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