Cross-Domain Tracker Adaptation Without Target-Domain Labels via Vision-Language Agents

Daniel Davila, Ravikumar Balakrishnan, Mike Cochran

We present a system that uses a Vision-Language Model (VLM) as a diagnostic agent for adapting a detect-to-track pipeline to a new target domain without access to target-domain lab…