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Multimodal trackers can achieve state-of-the-art results without ballooning parameter counts by adaptively aligning cross-modal attention maps and using hierarchical mixture of experts for efficient global reasoning.
Ditch the byte-level baggage: HiVG's hierarchical tokenization for SVGs slashes token redundancy and coordinate hallucinations, paving the way for more efficient and geometrically sound vector graphics generation.
