TMCnet

Elastic Introduces Best-in-Class Embedding Models for High Performance Semantic Search

Elastic (NYSE: ESTC), the Search AI Company, today announced the availability of jina-embeddings-v5-text, a family of two small, Elasticsearch-native multilingual embedding models at 0.2B and 0.6B ...
IEEE

Heavy and Lightweight Deep Learning Models for Semantic Segmentation: A Survey

Abstract: Semantic segmentation is an important computer vision task due to its numerous real-world applications such as autonomous driving, video surveillance, medical image analysis, robotics, ...
GitHub

Fast Multimodal Semantic Deduplication & Filtering

SemHash is a lightweight, multimodal library for semantic deduplication, outlier filtering, and representative sample selection. Text works out of the box with fast Model2Vec embeddings, and images, ...
IEEE

Extending Version Control Systems to Ensure Semantic Model Consistency

Abstract: Ontological models for systems engineering, such as the Cross-Domain Knowledge Model (CDKM), now play an increasingly central role in engineering knowledge representation. However, as ...