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RailSyn achieves up to 4.9 points improvement in RFOD detection accuracy by intelligently generating synthetic data that addresses specific task deficiencies.
RailGen reduces the object pixel area by up to 58x, enabling a leap in detection accuracy for small-scale foreign objects in railway safety applications.
MedPMC transforms millions of clinical articles into a goldmine of high-fidelity image-text pairs, dramatically improving model performance and clinical relevance.
PriSrv achieves secure service discovery in less than one second while ensuring robust privacy protections against network attacks.
PriSrv+ achieves unprecedented speed and privacy in service discovery, making it a game-changer for resource-constrained wireless networks.
