AI pioneer François Chollet leaves Google to start fresh. What's next for Keras and deep learning's future?
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Sony has acquired deep learning company iSIZE to enhance its video streaming capabilities with high-quality, low-bandwidth technologies as it expands its PlayStation cloud and mobile gaming platforms.
Researchers at The University of Texas at Austin have developed an AI system similar to ChatGPT that they claim could turn a person's brain activity into text using an fMRI scanner.
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Microsoft has detailed a recent effort that makes Teams calls on Windows sound better in challenging network conditions by synthesizing audio through an AI model. It's being tested on Mac too.
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Microsoft has shared some details regarding its Privacy Preserving Machine Learning initiative. It's exploring the possibility of ensuring privacy without sacrificing utility while training ML models.
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Providing over twice the precision and inference speed compared to the last generation, Nvidia's new TensorRT 8 deep learning SDK clocked in a time of 1.2 ms in BERT-Large's inference.
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At the ongoing ISC 2021 event, Intel has released more details regarding its next-gen server platform including the Sapphire Rapids Xeons as well as its Xe HPC-based Ponte Vecchio HPC accelerators.
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In a paper, researchers test the best language models (GPT-2/3/Neo) at solving programming questions from coding interviews. Results aren't particularly groundbreaking but show potential.
OpenAI's improvements to contemporary diffusion models see them beat the state-of-the-art generative adversarial networks (GANs) in both conditional and unconditional image generation tasks.
XNNPack and TensorFlow Lite now support efficient inference of sparse networks. Researchers demonstrated substantial speedups in inference times on realtime gesture detection and background blur apps.
Japanese software development firm OKI IDS will be combining its expertise with Mipsology's field-programmable gate arrays to bring high-quality machine learning applications to Japan.
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The new P4d instances will house eight Nvidia A100 GPUs and 96 Cascade Lake Xeon vCPUs and offer 2.5x times the deep learning performance compared to the last generation, lowering costs up to 60%.
At QCE20, Intel will be presenting four papers highlighting its efforts in developing commercial-grade quantum computers. Here's an all-encompassing guide describing what you can expect.
Two teams at the Wyss Institute have demonstrated the use of NLP and CV techniques to optimize RNA sequences to develop improved sensors for the SARS-CoV-2 genome that is responsible for COVID-19.
OpenAI has exclusively licensed the largest transformer model to date—GPT-3—to Microsoft. The latter will use GPT-3's NLG and NLP capabilities in building AI solutions for its customers.
Integrated heavily with Microsoft Azure, the toolkit is meant to facilitate researchers, developers, and clinicians in training and deploying their custom medical imaging AI models.
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Google Images will start showing additional facts about photos you search for on mobile this week. These facts include people, places or things, sourced from Google's Knowledge Graph.
IBM has announced that the company will no longer be selling facial recognition services and has called for a national dialogue on whether the systems should be employed by authorities at all.
AI Explorables is Google's initiative to elucidate the key concepts of machine learning via a series of interactive explanations to make the field more accessible and participatory.
Using a trained deep reinforcement learning model, a team at Google calculated the optimal chip placement on an IC—a problem that would have taken several weeks for human experts to solve.
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DLSS 2.0 uses TensorCores to run the deep learning network at 2X the speed of the original. Other key features include training for multiple games, increased upscaling, and better rendering.
A team at the University of Melbourne has trained a CNN to pinpoint qubit atom locations in a 2D lattice of phosphorus atoms, which is a proposed design choice for large-scale quantum computing.
Researchers at UC Berkeley have created the Berkeley Autonomous Driving Ground Robot (BADGR) that uses live input to an artificial neural network to plan out obstacle-free paths to a goal.
Infervision's AI-based model analyzes lung examinations and detects coronavirus pneumonia. So far, it has been installed in 34 hospitals across China and has helped review over 32,000 potential cases.
Google is improving its malware detection capabilities for Gmail with the addition of deep learning to its document scanner. The new technology is currently used to scan Office documents only for now.
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In an industry first, deep transfer learning has now been used to train an artificial neural network to classify galaxies as spiral or elliptical with 99.8% accuracy based on their pictures.
By using a model founded upon machine learning and natural language processing techniques, BlueDot sent out the first signs of warnings of the Wuhan outbreak to its clients on December 31.
After a year or so in the beta phase, Google's search engine for datasets is now out of the beta phase. It also brings with it noteworthy changes and additions to improve the search results.
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Researchers at Google AI employed a trained convolutional neural network in nowcasting precipitation. The results were instantaneous and more accurate than traditional methods in certain scenarios.
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