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Researchers from Tokyo University of Science Developed a Deep Learning Model that can Detect a Previously Unknown Quasicrystalline Phase in Materials Science

Marktechpost

It effectively detected an unknown i-QC phase within multiphase Al-Si-Ru alloys, confirming its prowess in analyzing 440 measured diffraction patterns from diverse unknown materials across six alloy systems. Following rigorous training, the model exhibited remarkable performance, boasting an accuracy exceeding 92%.

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IBM Cloud patterns: Private wireless network on IBM Cloud Satellite 

IBM Journey to AI blog

Radio Access Network (RAN) includes Open RAN-based virtual centralized unit (vCU), virtual distribution unit (vDU), radio unit (RU), gateway and other equipment that enables wireless communication between end-user devices and the network core that is reliable, efficient and seamless.

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Review: DUNet — Deformable U-Net for Retinal Vessels Segmentation (Biomedical Image Segmentation)

Towards AI

Reference [2019 JKNOSYS] [DUNet]DUNet: A deformable network for retinal vessel segmentation My Previous Reviews Image Classification [LeNet] [AlexNet] [Maxout] [NIN] [ZFNet] [VGGNet] [Highway] [SPPNet] [PReLU-Net] [STN] [DeepImage] [SqueezeNet] [GoogLeNet / Inception-v1] [BN-Inception / Inception-v2] [Inception-v3] [Inception-v4] [Xception] [MobileNetV1] (..)

AI 40
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Clients can strengthen defenses for their data with IBM Storage Defender, now generally available

IBM Journey to AI blog

Credit-based licensing to break down silos All our new IBM Storage Defender capabilities going forward will be available as credits called Resource Units (RU). Our existing capabilities can continue to be consumed under current licensing agreements or as RUs going forward.

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Recommend and dynamically filter items based on user context in Amazon Personalize

AWS Machine Learning Blog

In the following code, a known user who loves comedy based on past interactions and is accessing from a phone device is presented with shorter sitcoms: Recommendations for user: 460 ITEM_ID GENRE ALLOWED_COUNTRIES 380 Comedy RU|GR|LT|NO|SZ|VN 540 Sitcom US|PK|NI|JM|IN|DK 860 Comedy RU|GR|LT|NO|SZ|VN 600 Comedy US|PK|NI|JM|IN|DK 580 Comedy US|FI|CN|ES|HK|AE (..)

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Review: IEF — Iterative Error Feedback (Human Pose Estimation)

Towards AI

Reference [2016 CVPR] [IEF]Human Pose Estimation with Iterative Error Feedback My Previous Reviews Image Classification [LeNet] [AlexNet] [Maxout] [NIN] [ZFNet] [VGGNet] [Highway] [SPPNet] [PReLU-Net] [STN] [DeepImage] [SqueezeNet] [GoogLeNet / Inception-v1] [BN-Inception / Inception-v2] [Inception-v3] [Inception-v4] [Xception] [MobileNetV1] [ResNet] (..)

AI 40
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Multi-domain Multilingual Question Answering

Sebastian Ruder

For a broader overview of code-switching, have a look at this survey ( Doğruöz et al., Only few resources exist in Bengali, Hindi, Telugu, and Tamil ( Raghavi et al., 2015 ; Banerjee et al., 2016 ; Chandu et al., 2018 ; Gupta et al., tech questions) only have English QA datasets.

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