Zhengbo Zhang*

Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers

"We introduce Diff-Tracker, a novel approach for the challenging unsupervised visual tracking task leveraging the pre-trained text-to-image diffusion model. Our main idea is to leverage the rich knowledge encapsulated within the pre-trained diffusion model, such as the understanding of image semanti…