2 papers
cs.LG2025
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training
Aleksei Ilin, Gor Matevosyan, Xueying Ma +5
We introduce a lightweight yet highly effective safety guardrail framework for language models, demonstrating that small-scale language models can achieve, and even surpass, the pe…
eess.IV2024
FUELVISION: A Multimodal Data Fusion and Multimodel Ensemble Algorithm for Wildfire Fuels Mapping
Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell +3
Accurate assessment of fuel conditions is a prerequisite for fire ignition and behavior prediction, and risk management. The method proposed herein leverages diverse data sources i…