M. Wisell

SABRE: A Multi-Agent Approach for Selecting Out-of-Distribution Detectors Under a Budget

This work introduces SABRE (Selective Agentic Budgeted Reliability Ensemble), which replaces this fixed choice with per-regime selection at inference in post-hoc out-of-distribution detection for vision-language models, and shows reliability must be established at deployment rather than assumed from a benchmark.