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Preprint Oct 2026

UniMergeTrack: Hierarchical Model Merging for General RGB-X Visual Object Tracking

RGB-X tracking leverages complementary modalities, such as thermal infrared, event, or depth, to improve robustness under challenging conditions. Existing general-purpose RGB-X trackers typically follow two paradigms: independent task-specific training and joint training across modality combinations. However, the forme...

Shiao Wang, Xiao Wang, Yuhe Ding et al. · 0 citations

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