As enterprises increasingly adopt AI-powered applications, vector databases have become a critical component of modern AI infrastructure. They enable capabilities such as semantic search, ...
Abstract: In Internet-of-Things (IoT) edge inference systems, Softmax is a core component in multi-class classification heads and attention mechanisms. In resource-constrained IoT edge devices, ...
MagRoad introduces a novel path-centric reasoning approach for extracting vectorized road networks, specifically designed to handle the challenges of off-road and wild environments. Unlike ...
Column-oriented storage (C-Store, MonetDB, Vertica, ClickHouse, DuckDB) achieves 10–100× better OLAP performance than row stores by exploiting column locality, compression, and SIMD vectorization. The ...
Abstract: With the advancement of autonomous driving technology, high-definition (HD) maps are crucial for accurate vehicle positioning and safe navigation. Traditional HD map construction relies on ...
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