Jul 29, 2026 · Big Data

Exploring EMR Serverless StarRocks AI Functions: Multimodal Embedding, Semantic Aggregation, and Mixed Retrieval

The article analyzes the newly released AI Function suite in Alibaba Cloud EMR Serverless StarRocks, detailing multimodal embedding, AI‑driven aggregation, semantic filtering, mixed vector‑full‑text search, architectural advantages such as SQL‑native execution, async pipelines, bounded resources, and real‑world use cases in advertising, gaming, and finance.

AI FunctionSQLStarRocks

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Exploring EMR Serverless StarRocks AI Functions: Multimodal Embedding, Semantic Aggregation, and Mixed Retrieval

Kuaishou Tech

Apr 16, 2021 · Artificial Intelligence

Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration

Camera-space hand mesh recovery (CMR) leverages semantic aggregation of 2D cues and adaptive 2D‑1D registration to predict absolute 3D hand pose and shape directly in camera coordinates, improving accuracy on benchmarks such as FreiHAND, RHD, and Human3.6M.

2D-1D registration3D ReconstructionComputer Vision

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Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration