MACER decouples cross-modal token-budget allocation from within-modality token ranking and improves accuracy over shared top-K compression in Qwen2.5-Omni and OmniVinci models.
Event-vstream: Event-driven real-time understanding for long video streams.arXiv preprint arXiv:2601.15655,
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Allocation Before Ranking: Decoupled Token Compression for OmniLLMs
MACER decouples cross-modal token-budget allocation from within-modality token ranking and improves accuracy over shared top-K compression in Qwen2.5-Omni and OmniVinci models.