Facebook recently unveiled an AI-driven SEER model that can analyze billions of images without any labels or captions, then detect and classify these images all by itself.
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The intelligence agency’s first-ever public report details how AI can be used “ethically” for cyber operations. GCHQ (Government Communications Headquarters) is tasked with providing signals intelligence and information assurance to the government and armed forces of the United Kingdom and its allies. Jeremy Fleming, Director of GCHQ, said: “We need honest, mature conversations about the […]
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A team from Feinstein Institutes for Research thinks AI could be key to helping patients get more rest while reducing the burden on healthcare staff. Everyone knows how important adequate sleep is for recovery. However, patients in pain – or just insomniacs like me – can struggle to get the sleep they need. “Rest is…
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A new AI from Microsoft aims to automatically caption images in documents and emails so that software for visual impairments can read it out. Researchers from Microsoft explained their machine learning model in a paper on preprint repository arXiv. The model uses VIsual VOcabulary pre-training (VIVO) which leverages large amounts of paired image-tag data to…
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Useful library. Selection of papers referencing Spoken Dialogue Systems, with and without code.
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We have seen fundamental breakthroughs in core machine learning, driven by advances in deep neural networks. At the same time, the amount of data collected is dramatically increasing in size and complexity.
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Inverse Reinforcement Learning papers: A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models. (IRL, Algorithms, Apprenticeship Learning, Maximum Margin Planning, Maximum Entropy, Nonlinear with Gaussian Processes, Generative Adversarial Imitation Learning).
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Algorithms, machine learning and other lecture notes. A text book by Jeff Erickson, 1st Edition, June 2019 at the University of Illinois.
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A non-technical guide to Machine Learning & Artificial Intelligence. ML & AI have seized mindshare in a way few topics have in recent memory. Everything from our jobs, to the wars we wage, to the food we eat, to the beer we drink, to the software we write will be affected.
Read MoreInverse Reinforcement Learning with Markov Decision Process models and unspecified reward functions, how performance varies with set of demonstrators to optimize learning behavior.
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Artificial Intelligence or “AI” offers an unprecedented ability to improve the accuracy and predictability of Budgeting, Planning and Forecasting (BP&F). This is able to reduce the expensive and time intensive exercise of the annual budgeting process.
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White paper focused on brand communication, promotion, crisis management using Artificial Intelligence to strategically enhance and expand management tools, as well as providing guidance in support of public crisis decisions.
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