2 papers
cs.LG2026
SoilX: Calibration-Free Comprehensive Soil Sensing through Contrastive Cross-Component Learning
Kang Yang, Yuanlin Yang, Yuning Chen +3
Precision agriculture demands continuous and accurate monitoring of soil moisture (M) and key macronutrients, including nitrogen (N), phosphorus (P), and potassium (K), to optimize…
cs.CV2025
StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling
Yuanlin Yang, Quanjian Song, Zhexian Gao +3
Diffusion models have emerged as the dominant paradigm for style transfer, but their text-driven mechanism is hindered by a core limitation: it treats textual descriptions as unifo…