Transformer

Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates

• Probabilistic NDVI forecasting tackles sparse, irregular satellite data due to cloud cover. • Transformer architecture separates historical NDVI dynamics from future weather cova

MMCAformer: Macro-Micro Cross-Attention Transformer for Traffic Speed Prediction with Microscopic Connected Vehicle Driving Behavior

• Computer Science > Machine Learning [Submitted on 17 Feb 2026] Title:MMCAformer: Macro-Micro Cross-Attention Transformer for Traffic Speed Prediction with Microscopic Connected V

Identifying spatial single-cell-level interactions with graph transformer

• Subjects Cellular signalling networks Multicellular systems Identifying cell-cell interactions from imaging-based spatial transcriptomics suffers from limited gene panels. • A ne

Identifying spatial single-cell-level interactions with graph transformer

• Subjects Cellular signalling networks Multicellular systems Identifying cell-cell interactions from imaging-based spatial transcriptomics suffers from limited gene panels. • A ne