AIBullisharXiv – CS AI · Mar 47/102
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DMTrack: Spatio-Temporal Multimodal Tracking via Dual-Adapter
Researchers introduce DMTrack, a novel dual-adapter architecture for spatio-temporal multimodal tracking that achieves state-of-the-art performance with only 0.93M trainable parameters. The system uses two key modules - a spatio-temporal modality adapter and a progressive modality complementary adapter - to bridge gaps between different modalities and enable better cross-modality fusion.