Miro Miranda

17 papers A 1B 2C 5Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks.
IDA
Miro Miranda, Francisco Alejandro Mena, Andreas Dengel
2025 J jnl
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks.
CoRR
Miro Miranda, Francisco Alejandro Mena, Andreas Dengel
2025 J jnl
Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
2025 J jnl
Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting.
CoRR
Miro Miranda, Marcela Charfuelan, Andreas Dengel
2025 A conf
Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction.
ECAI
Miro Miranda, Marcela Charfuelan, Matias Valdenegro-Toro, Andreas Dengel
2025 J jnl
Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction.
CoRR
Miro Miranda, Marcela Charfuelan, Matias Valdenegro-Toro, Andreas Dengel
2025 J jnl
On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation?
CoRR
Francisco Alejandro Mena, Diego Arenas, Miro Miranda, Andreas Dengel
2025 — conf
Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks.
ICAART (3)
Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction.
CoRR
Francisco Alejandro Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel
2024 J jnl
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing.
CoRR
Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
2024 C conf
Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels.
IGARSS
Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel
2023 C conf
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models.
IGARSS
Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 C conf
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing.
IGARSS
Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 C conf
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions.
IGARSS
Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel
2023 J jnl
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level.
CoRR
Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 C conf
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level.
IGARSS
Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2022 B conf
Controlled Multi-modal Image Generation for Plant Growth Modeling.
ICPR
Miro Miranda, Lukas Drees, Ribana Roscher