Tag

Data Fusion

All articles tagged with #data fusion

"Unveiling the Bold Strategy: Networking to Counter China's Dominance"
military-technology2 years ago

"Unveiling the Bold Strategy: Networking to Counter China's Dominance"

Admiral John Aquilino, commander of U.S. Indo-Pacific Command, outlined his ambitious plan to connect all U.S. forces and allies in the Indo-Pacific region through a comprehensive networking scheme. The plan aims to provide a unified view of the battlefield, enhance decision-making capabilities, and enable effective deterrence against China. Aquilino emphasized the importance of networking, data fusion, and the ability to operate in contested spaces. He also highlighted the need for the right weapons and a robust network to close the kill chain. The plan involves the development of programs such as the Joint Fires Network, Mission Partner Environment, Pacific Multi-Domain Training And Experimentation Capability (PMTEC), and Stormbreaker. Aquilino acknowledged the challenges of interoperability and data integration but expressed optimism about the progress being made.

The Power of AI's Multi-View Wave
artificial-intelligence2 years ago

The Power of AI's Multi-View Wave

The field of artificial intelligence is on the cusp of a major breakthrough with the emergence of multi-view or data fusion techniques. Unlike current AI models that analyze data from one perspective at a time, multi-view AI aims to link different signals and perspectives to create a richer understanding of the world. This approach could pave the way for machines that can reason and plan. As neural networks expand to incorporate multiple modalities such as text, images, video, point clouds, and more, the challenge lies in determining which information is essential for different tasks. Researchers are exploring the concept of an "information bottleneck" to address this issue and are working towards refining the multi-view assumption to include more than two views. The rise of multi-modality in AI will likely lead to new theoretical breakthroughs and practical applications.