3 papers
cs.CL2026
Noise Steering for Controlled Text Generation: Improving Diversity and Reading-Level Fidelity in Arabic Educational Story Generation
Haziq Mohammad Khalid, Salsabeel Shapsough, Imran Zualkernan
Generating diverse, pedagogically valid stories for Arabic early-grade reading assessments requires balancing tight constraints on vocabulary, reading level, and narrative structur…
cs.LG2025
Low-Bit, High-Fidelity: Optimal Transport Quantization for Flow Matching
Dara Varam, Diaa A. Abuhani, Imran Zualkernan +2
Flow Matching (FM) generative models offer efficient simulation-free training and deterministic sampling, but their practical deployment is challenged by high-precision parameter r…
cs.CV2025
Unsupervised Urban Tree Biodiversity Mapping from Street-Level Imagery Using Spatially-Aware Visual Clustering
Diaa Addeen Abuhani, Marco Seccaroni, Martina Mazzarello +3
Urban tree biodiversity is critical for climate resilience, ecological stability, and livability in cities, yet most municipalities lack detailed knowledge of their canopies. Field…