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crop yield prediction

8 papers

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Co-occurring keywords · papers mentioning both

climate change (2) time series (2) multimodal learning (2) attention mechanism (2) contrastive learning (2) representation learning (2) time series analysis (2) temporal shift (1) graph neural network (1) spatial fairness (1)

Papers

PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction CVPR 2026 YieldSAT: A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction CVPR 2026 Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024 Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction IJCAI 2023 MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ICCV 2023 Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023 A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction AAAI 2022 Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance AAAI 2022