Technology

MONAI: An Open-Source Imaging Framework To Accelerate AI in Healthcare, Ready For Production Using NVIDIA Clara Application Framework

MONAI (the Medical Open Network for AI) is a PyTorch-based framework that contributes to AI development for healthcare issues. It is looking to address medical...

Presenting adversarial.js Tool: An Interactive, In-Browser Demonstration Of Adversarial Attacks On Neural Networks

Kenny Song, a graduate student at the University of Tokyo, developed adversarial.js, an interactive tool that shows how adversarial attacks function using Tensorflow.js.   There has been...

McGill University, Facebook & Mila Introduces MeDAL: A NLP Pre-training Dataset for Medical Abbreviation Disambiguation With 14M Articles

At EMNLP 2020 (Empirical Methods in Natural Language Processing) Conference, a Montreal-based research team introduced a large medical text dataset designed to improve medical abbreviation disambiguation.  Correct terminology...

Facebook AI Introduces Linformer: A New Transformer Architecture To Catch Hate Speech And Content That Incites Violence

Deploying systems to detect a slang-filled or intentionally misspelled piece of hate speech has been a great challenge. Today, the most powerful, cutting-edge language-understanding...

Facebook AI Explores Automatic Differentiation System For The Kotlin Language

Differentiable programming enables programs to optimize themselves and is a part of Facebook AIโ€™s broader efforts to build additional advanced machine learning programming tools....

Researchers From The University of Alberta Propose U2- Net: A Novel Deep Network Architecture That Generates Realistic Pencil Portraits Using Salient Object Detection

In the computer vision field, the process of detection and segmentation of the most noticeable objects from natural scenes is known as salient object...

UC Berkeley Researchers Use AI For Digital Voicing Of Silent Speech

Researchers at UC Berkeley have developed an AI model that detects โ€˜silent speech.โ€™ The model is based on digital voicing to predict words and...

Exploring The Power Of Data In Quantum Machine Learning

Quantum computers have the capability to develop quantum machine learning algorithms. These algorithms can achieve better performance for modeling quantum-mechanical systems such as molecules, catalysts, or...

Allen Institute for AI Introduces TL;DR: An AI Tool That Summarizes Research Papers In One Sentence

The Researchers at Allen Institute for Artificial Intelligence (AI2) have developed a new AI model that summarizes text from scientific papers. It provides the...

Google’s Latest AI Tool, Chimera Painter, Uses Machine Learning To Create Fantastical Creatures

Researchers at Google have developed a new AI tool called Chimera Painter that turns doodles into unusual creatures. This tool uses machine learning to create representation...

Stylized Neural Painter: An Image-To-Painting Translation Method That Generates Vivid And Realistic Painting Artworks With Controllable Styles

Researchers from the University of Michigan, NetEase Fuxi AI Lab, and Beihang University in China recently introduced Stylized Neural Painter. Stylized Neural Painter is a...

Leveraging ML Compute Framework For Accelerated TensorFlow Performance On Mac

TensorFlow 2 offers best-in-class training performance on various platforms, devices, and hardware. This empowers researchers and professionals to work on their favored platform. TensorFlow...

Nvidia AI Releases Minitron 4B and 8B: A New Series of Small Language Models...

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Large language models (LLMs) models, designed to understand and generate human language, have been applied in various domains, such as machine translation, sentiment analysis,...

Arcee AI Introduces Arcee-Nova: A New Open-Sourced Language Model based on Qwen2-72B and Approaches...

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Arcee AI introduced Arcee-Nova, a groundbreaking achievement in open-source artificial intelligence. Following their previous release, Arcee-Scribe, Arcee-Nova has quickly established itself as the highest-performing...

H2O.ai Just Released Its Latest Open-Weight Small Language Model, H2O-Danube3, Under Apache v2.0

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The natural language processing (NLP) field rapidly evolves, with small language models gaining prominence. These models, designed for efficient inference on consumer hardware and...

The Next Big Trends in Large Language Model (LLM) Research

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Large Language Models (LLMs) are rapidly developing with advances in both the models' capabilities and applications across multiple disciplines. In a recent LinkedIn post,...

CaLM: Bridging Large and Small Language Models for Credible Information Generation

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The paper addresses the challenge of ensuring that large language models (LLMs) generate accurate, credible, and verifiable responses by correctly citing reliable sources. Existing...

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