Deep

Microsoft AI Research introduces a new deep learning framework called Distributional Graphormer (DiG) to predict the equilibrium distribution of molecular systems.

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Microsoft AI Research introduces a new deep learning framework called Distributional Graphormer (DiG) to predict the equilibrium distribution of molecular systems.

https://arxiv.org/abs/2306.05445 The structure of a molecule determines its properties and functions. This is why structure prediction is an important problem in molecular science. Molecular scientists are appreciating the groundbreaking accuracy of deep learning approaches like AlphaFold and RoseTTAFold in identifying the most likely structures for proteins from their amino acid sequences. However, structural prediction can … Read more

The Deep Dive: Savage Communications Receives $1.2 Million Broadband Grant

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Map showing the area covered by a Minnesota state broadband grant

THE THEME: Savage Communications, Inc., was recently awarded a $1,271,835 grant from the Minnesota Department of Employment and Economic Development to expand broadband in Carlton County. BACKGROUND: The funds were awarded by DEED through the Border-to-Border Broadband Development Grant Program, which began in 2014, according to the DEED website. The 2023 grant dollars will help … Read more

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

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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