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Huazhong Agricultural University
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CoMem achieves a 7.83x prefill speedup and drastically reduces memory usage while maintaining high performance on long-context tasks, challenging conventional memory management in LLMs.
Bridging the Understanding-Action Gap leads to a 4.5% revenue increase by refining recommendation policies through direct user feedback rather than linguistic reasoning alone.
DINO, not CLIP, might be the better foundation for open-set 3D object retrieval, especially when paired with dynamic view integration and virtual feature synthesis to avoid overfitting.
