3 papers
cs.CV2026
Large-Small Model Collaboration for Farmland Semantic Change Detection
Xinjia Li, Rui Wang, Qiurong Peng +3
Farmland Semantic Change Detection (SCD) is essential for cultivated land protection, yet existing benchmarks and models remain insufficient for fine-grained farmland conversion mo…
cs.AI2026
Uniform Inductive Spatio-Temporal Kriging
Lewei Xie, Haoyu Zhang, Yulong Chen +3
Inductive spatio-temporal kriging infers signals at unobserved locations from observed sensors, but real-world observations are often incomplete and exhibit block-wise missingness…
cs.CV2026
PAKAN: Pixel Adaptive Kolmogorov-Arnold Network Modules for Pansharpening
Haoyu Zhang, Haojing Chen, Zhen Zhong +1
Pansharpening aims to fuse high-resolution spatial details from panchromatic images with the rich spectral information of multispectral images. Existing deep neural networks for th…