Favorite Posted by Kuniaki Saito, Student Researcher, Cloud AI Team, and Kihyuk Sohn, Research Scientist, Perception Team Pre-training visual language (VL) models on web-scale image-caption datasets has recently emerged as a powerful alternative to traditional pre-training on image classification data. Image-caption datasets are considered to be more “open-domain” because they
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Shared by Google AI Technology June 27, 2023
Favorite OSI submitted its comments to the United States Patent and Trademark Office to defend Open Source from patent trolls. A few days ago the Linux Foundation, Electronic Frontier Foundation and Unified Patents asked for the community to send their comments. Below is the text of the letter we sent.
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Shared by voicesofopensource June 27, 2023
Favorite The relationship between knowledge and information has always been problematical. Here is a potential new way to look at it. The Data/Information/Knowledge/Wisdom pyramid is a very common diagram in the KM world, but despite its ubiquity and simplicity it has many problems: It implies that each class can be
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Shared by Nick Milton June 27, 2023
Favorite Machine learning (ML) administrators play a critical role in maintaining the security and integrity of ML workloads. Their primary focus is to ensure that users operate with the utmost security, adhering to the principle of least privilege. However, accommodating the diverse needs of different user personas and creating appropriate
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Shared by AWS Machine Learning June 27, 2023
Favorite For data scientists, moving machine learning (ML) models from proof of concept to production often presents a significant challenge. One of the main challenges can be deploying a well-performing, locally trained model to the cloud for inference and use in other applications. It can be cumbersome to manage the
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Shared by AWS Machine Learning June 24, 2023
Favorite Amazon SageMaker Data Wrangler is a single visual interface that reduces the time required to prepare data and perform feature engineering from weeks to minutes with the ability to select and clean data, create features, and automate data preparation in machine learning (ML) workflows without writing any code. SageMaker
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Shared by AWS Machine Learning June 24, 2023
Favorite Posted by Ramki Gummadi, Software Engineer, Google and Kevin Chen, Software Engineer, YouTube Caching is a ubiquitous idea in computer science that significantly improves the performance of storage and retrieval systems by storing a subset of popular items closer to the client based on request patterns. An important algorithmic
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Shared by Google AI Technology June 23, 2023
Favorite This post is co-written with Aruna Abeyakoon and Denisse Colin from Light and Wonder (L&W). Headquartered in Las Vegas, Light & Wonder, Inc. is the leading cross-platform global game company that provides gambling products and services. Working with AWS, Light & Wonder recently developed an industry-first secure solution, Light
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Shared by AWS Machine Learning June 23, 2023
Favorite Google’s Yossi Matias and WMO Director of Infrastructure Anthony Rea discuss the Early Warnings For All Initiative. View Original Source (blog.google/technology/ai/) Here.
Favorite Posted by Zalán Borsos, Research Software Engineer, and Marco Tagliasacchi, Senior Staff Research Scientist, Google Research The recent progress in generative AI unlocked the possibility of creating new content in several different domains, including text, vision and audio. These models often rely on the fact that raw data is
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Shared by Google AI Technology June 22, 2023
Shared by Google AI Technology June 27, 2023
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