2 papers
cs.CL2026
Self-Calibrating Language Models via Test-Time Discriminative Distillation
Mohamed Rissal Hedna, Jan Strich, Martin Semmann +1
Large language models (LLMs) are systematically overconfident: they routinely express high certainty on questions they often answer incorrectly. Existing calibration methods either…
cs.CV2025
Adversarial Patch Attacks on Vision-Based Cargo Occupancy Estimation via Differentiable 3D Simulation
Mohamed Rissal Hedna, Sesugh Samuel Nder
Computer vision systems are increasingly adopted in modern logistics operations, including the estimation of trailer occupancy for planning, routing, and billing. Although effectiv…