ACTrack coordinates a tracker, a segmentation model, and a VLM through event-triggered conflicts, reporting state-of-the-art RGB and multimodal tracking with 30% trainable parameters.
In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp
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Models as Tools: An Agentic Coordination Framework for Unified Multimodal Visual Tracking
ACTrack coordinates a tracker, a segmentation model, and a VLM through event-triggered conflicts, reporting state-of-the-art RGB and multimodal tracking with 30% trainable parameters.