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cs.CL2026
Persistent Negatives for Adversarial Black-Box On-Policy Distillation
Haixu Ma, Saad Lahrichi, Weiwei Li +11
Black-box On-Policy Distillation (OPD) seeks to improve a student from its own generations when the teacher provides sampled responses but not token probabilities. Adversarial dist…
cs.CV2026
Global Building Area Estimation Products: How Accurate Are They?
Saad Lahrichi, Doa'a Allabadi, Kyle Bradbury +1
Geo-spatial rasters of building footprint area are useful for a variety of tasks, such as monitoring urbanization, improving energy efficiency, and tracking greenhouse gas emission…