SEATrack combines AMG-LoRA for cross-modal attention alignment with HMoE for global relation modeling to improve the performance-efficiency trade-off in multimodal tracking.
Adaptive perception for unified visual multi-modal object tracking.IEEE Trans- actions on Artificial Intelligence, 2025
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SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker
SEATrack combines AMG-LoRA for cross-modal attention alignment with HMoE for global relation modeling to improve the performance-efficiency trade-off in multimodal tracking.