2 papers
cs.CV2026
LightFormer: A lightweight and efficient decoder for remote sensing image segmentation
Sihang Chen, Lijun Yun, Ze Liu +4
Deep learning techniques have achieved remarkable success in the semantic segmentation of remote sensing images and in land-use change detection. Nevertheless, their real-time depl…
astro-ph.SR2025
JW-Flare: Accurate Solar Flare Forecasting Method Based on Multimodal Large Language Models
Mingfu Shao, Hui Wang, Yuyang Li +17
Solar flares, the most powerful explosive phenomena in the solar system, may pose significant hazards to spaceborne satellites and ground-based infrastructure. Despite decades of i…