UIUC researchers establish a criterion for non-local quantum behavior in networks

July 14, 2023 — A new theoretical study provides a framework for understanding nonlocality, a feature quantum networks must possess to perform operations inaccessible to standard communication technology. By clarifying the concept, the researchers determined the conditions necessary to create systems with strong quantum correlations. Entangled quantum objects can be used to network separate systems. … Read more

Early CAREER Development Scholarships awarded to Clemson researchers representing 4 colleges

July 12, 2023July 12, 2023 Any professor who has ever applied for a National Science Foundation Faculty Early Career Development Fellowship (CAREER) can attest to it: A nomination for the national award is so much more than a research proposal. It is a career development plan. The objective of the grant is to fund … Read more

Researchers from ETH Zurich and Microsoft present LightGlue: a deep neural network that learns to match local features in images

https://github.com/cvg/LightGlue Matching corresponding points between images is critical for many computer vision applications, such as camera tracking and 3D mapping. The conventional approach is to use scattered points of interest and high-dimensional representations to match them based on their visual appearance. However, accurately describing each problem becomes difficult in scenarios with symmetry, weak textures, or … Read more

MIT researchers have developed BioAutoMATED: an automated machine learning system that can select and build an appropriate model for a given data set

https://www.cell.com/cell-systems/pdf/S2405-4712(23)00151-5.pdf The task of building machine learning models can be challenging, particularly for researchers with no background in machine learning. However, a team of MIT researchers has developed an innovative solution called BioAutoMATED. This automated machine learning system simplifies the model selection process and data preprocessing, significantly reducing the time and effort required. The researchers … Read more