Nature

UNet-like network fused swin transformer and CNN for semantic image synthesis

Semantic image synthesis approaches has been dominated by the modelling of Convolutional Neural Networks (CNN). Due to the limitations of local perception, their performance improvement seems to have ...
Business Wire

AtScale Announces the Open-Source Release of SML: A Standard Semantic Modeling Language

BOSTON--(BUSINESS WIRE)--AtScale, a semantic layer technology pioneer, announced the open-source release of the Semantic Modeling Language (SML), a universal standard designed to promote ...
The Cincinnati Enquirer

Bigeye Joins Snowflake-Led Open Semantic Interchange to Power Data and AI Interoperability

SAN FRANCISCO, CA, UNITED STATES, April 7, 2026 /EINPresswire.com/ — The Open Semantic Interchange provides a universal semantic framework that enables companies to ...
Nature

Enhancing zero-shot scene recognition through semantic autoencoders and visual relation transfer

Traditional scene recognition tasks have achieved great success due to the development of deep learning technology 1,2. However, they need a large number of training images and fail to recognize test ...