3 papers
cs.LG2026
LendNova: Towards Automated Credit Risk Assessment with Language Models
Kiarash Shamsi, Danijel Novokmet, Joshua Peters +3
Credit risk assessment is essential in the financial sector, but has traditionally depended on costly feature-based models that often fail to utilize all available information in r…
cs.CV2025
FARM: Fine-Tuning Geospatial Foundation Models for Intra-Field Crop Yield Regression
Shayan Nejadshamsi, Yuanyuan Zhang, Shadi Zaki +3
Accurate and timely crop yield prediction is crucial for global food security and modern agricultural management. Traditional methods often lack the scalability and granularity req…
eess.IV2025
Physics-Guided Conditional Diffusion Networks for Microwave Image Reconstruction
Shirin Chehelgami, Joe LoVetri, Vahab Khoshdel
A conditional latent-diffusion based framework for solving the electromagnetic inverse scattering problem associated with microwave imaging is introduced. This generative machine-l…