FireScope is a VLM framework that generates wildfire risk rasters together with reasoning traces, showing improved cross-continental generalization when trained on US expert maps and tested on European fire events.
SegNet: A deep convolutional encoder-decoder architecture for image segmentation.IEEE Transactions on Pattern Anal- ysis and Machine Intelligence (TPAMI), 39(12):2481–2495,
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FireScope: Wildfire Risk Raster Prediction with a Chain-of-Thought Oracle
FireScope is a VLM framework that generates wildfire risk rasters together with reasoning traces, showing improved cross-continental generalization when trained on US expert maps and tested on European fire events.