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Jack M. Reilly

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#artificial intelligence Preprint Jul 2026

GHR-VLM: Making Zero-Shot Transit Video Analytics Realizable with Grounded Hybrid Reasoning

GHR-VLM, a visual grounded hybrid reasoning framework for zero-shot transit-bus video analytics, is proposed, motivated by the observation that explicit visual grounding can improve VLM reasoning by converting long surveillance streams into compact, passenger-centered spatiotemporal evidence.

Kaicong Huang, Weiheng Oh, Jack M. Reilly et al. · 0 citations