WeatherSyn is the first instruction-tuned MLLM for weather forecasting report generation, outperforming closed-source models on a new dataset of 31 US cities across 8 weather aspects.
Duocast: Duo-probabilistic diffusion for precipitation nowcasting
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PhenoYieldNet introduces a crop-aware temporal decoder with a Crop Phenology Bank and Crop Phenology Attention module, plus self-supervised adaptation of a pre-trained encoder, to improve multi-crop yield prediction.
citing papers explorer
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WeatherSyn: An Instruction Tuning MLLM For Weather Forecasting Report Generation
WeatherSyn is the first instruction-tuned MLLM for weather forecasting report generation, outperforming closed-source models on a new dataset of 31 US cities across 8 weather aspects.
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PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction
PhenoYieldNet introduces a crop-aware temporal decoder with a Crop Phenology Bank and Crop Phenology Attention module, plus self-supervised adaptation of a pre-trained encoder, to improve multi-crop yield prediction.