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The 10 most read research papers of 2021
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Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply ...

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How pioneering deep learning is reducing Amazon’s packaging waste
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Finding the right amount of packaging to ship an item can be challenging — and at Amazon, an ever-changing catalog of hundreds of millions of products makes ...

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Using NLU labels to improve an ASR rescoring model
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Typically, when someone speaks to a voice agent like Alexa, an automatic speech recognition (ASR) model converts the speech to text. A ...

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WACV: Transformers for video and contrastive learning
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Joe Tighe, senior manager for computer vision at Amazon Web Services, is a coauthor on two papers being presented at this year’s Winter Conference on ...

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A conversation with economics Nobelists
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The annual meeting of the American Economic Association (AEA) took place Jan. 7 - 9, and as it approached, Amazon Science had the chance to interview two of ...

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Using computer vision to weed out product catalogue errors
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A product page in the Amazon Store will often include links to product variants, which differ by color, size, style, and so on. Sometimes, however, errors ...

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The science behind the next-gen FORMULA 1 car
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When the 2022 FORMULA 1 (F1) racing season revs up in March, teams will take to the track with newly designed cars engineered to give fans — and drivers — ...

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How new machine learning techniques could improve MRI scans
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For many patients, time moves at a glacial pace during a magnetic resonance imaging (MRI) scan. Those who have had one know the challenge of holding ...

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Why a Brazilian robotics expert moved to West Virginia to work on robots
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When Guilherme A.S. Pereira arrived at the University of West Virginia from his native Brazil in 2018, he was focused on a single, long-term mission: moving ...

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Hierarchical representations improve image retrieval
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Image matching has many practical applications. For instance, image retrieval systems like Amazon’s StyleSnap or the Amazon Shopping app’s Camera Search let ...

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Amazon’s DynamoDB — 10 years later
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A. The idea behind DynamoDB developed from discussions with customers like Don MacAskill, the CEO of SmugMug and Flickr. More and more companies like Don’s ...

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Decisions, decisions: Lihong Li’s Amazon Ads reinforcement learning research
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How does the Amazon Store know what products and offers to display to a customer? Part of the answer involves reinforcement learning, a type of machine ...

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