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VisLens achieves a remarkable speedup in visual search for MLLMs, completing the task in a single pass while maintaining high accuracy.
HiGMem revolutionizes memory retrieval for LLMs by cutting down irrelevant context while boosting precision, achieving a remarkable F1 score improvement with far fewer data points.