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A Detailed Review on Enhancing Machine Learning with KerasCV and KerasNLP

AI Paper Summary, AI Shorts, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 5, 202439Views0Likes0Comments
Keras, a popular machine learning tool known for its high-level abstractions and user-friendliness, faces challenges surrounding the cost of training large models, the complexity of preprocessing and metrics, and improving training performance. In response to these challenges, researchers from the Keras Team at Google have introduced KerasCV and KerasNLP. These extensions of the Keras API…

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Revealing the Diagnostic Spectrum: Evaluating AI and Human Efficiency in the Spectrum of Uncommon Diseases.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJune 5, 202441Views0Likes0Comments
The evolution of machine learning algorithms has led to speculations about job displacement, with AI demonstrating capabilities that outperform human expertise in some arenas. Nevertheless, claims have been made that humans would remain vital, especially in tasks requiring fewer examples to learn from, like identifying rare diseases in diagnostic radiology or managing unusual scenarios for…

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The new model recognizes medications that should not be combined.

Artificial Intelligence, Computer science and technology, Drug delivery, Machine learning, Mechanical engineering, Medicine, National Institutes of Health (NIH), Research, School of Engineering, UncategorizedJune 5, 202437Views0Likes0Comments
Researchers from MIT, Brigham and Women’s Hospital, and Duke University have developed a machine-learning, multipronged strategy to identify which transporter proteins a drug uses to navigate through a patient's digestive tract. Knowledge in this area is key to improving drug efficacy and patient safety as drugs using the same transporter proteins can interfere with each…

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Empowering individuals facing challenges with the use of Artificial Intelligence.

Algorithms, Alumni/ae, Artificial Intelligence, Data, Innovation and Entrepreneurship (I&E), Machine learning, Media Lab, School of Architecture and Planning, Startups, UncategorizedJune 5, 202436Views0Likes0Comments
Karthik Dinakar SM ’12, PhD ’17 and Birago Jones SM ’12, former Media Lab students, developed a tool in 2010 to aid content moderation teams in companies like Twitter (now X) and YouTube. While getting ready to present this project at a cyberbullying summit at the White House, the pair discovered an issue with their…

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A fresh AI model might enhance efficiency in an automated warehouse.

Algorithms, Artificial Intelligence, Civil and environmental engineering, Computer science and technology, IDSS, Laboratory for Information and Decision Systems (LIDS), Machine learning, MIT Schwarzman College of Computing, Research, Robots, School of Engineering, UncategorizedJune 5, 202445Views0Likes0Comments
As automated warehouses become increasingly popular in various industries, ensuring the efficiency and safety of hundreds of robots navigating such spaces is a significant challenge. Notably, even top-performing algorithms struggle to keep pace with the demands of e-commerce or manufacturing. To address this, a group of MIT researchers, who use AI to mitigate traffic congestion,…

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The productions on the fresh ‘AI’s version of Netflix’ may be awkward, however, they provide a glimpse into what is to come in the future.

AI, Artificial Intelligence, Showrunner, UncategorizedJune 4, 202436Views0Likes0Comments
AI studio The Simulation has launched a platform called Showrunner, conceived as the "Netflix of AI," featuring AI-generated TV shows on-demand. Among the initial lineup are ten AI-manufactured series spanning various genres, including anime, 3D animation, and satirical content. Exit Valley, a spoof of tech culture starring Mark Zuckerberg, is one of the featured shows.…

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IEIT SYSTEMS introduces the updated version, Yuan 2.0-M32. This upgraded edition is a Bilingual Mixture of Expert MoE Language Model, which is fundamentally grounded on the Yuan 2.0. It also features an Attention Router.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedJune 4, 202434Views0Likes0Comments
A research team from IEIT Systems has recently developed a new model, Yuan 2.0-M32, which uses the Mixture of Experts (MoE) architecture. This complex model is built on the same foundation as the Yuan-2.0 2B, but with utilization of 32 experts, only two of whom are active at any given time, resulting in its unique…

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