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Improving automatic discrimination of logos with similar texts
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Logo recognition is the task of identifying a specific logo and its location in images or videos. It helps create a safe and trustworthy shopping ...

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The 10 most viewed publications of 2022
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Join us at the cutting edge of Amazon's sustainability initiatives to work on environmental and ...

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Top 10 blog posts of 2022
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From edge computing and causal reasoning to differential privacy and visual-field mapping, the top blog posts of the year display the range of scientific ...

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The 10 top articles of 2022
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We explored everything from the science behind the new F1 car to a look back at how the operations science team addressed a challenge of almost unimaginable ...

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Stories that inspired us in 2022
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Join us at the cutting edge of Amazon's sustainability initiatives to work on environmental and ...

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More-efficient annotation for semantic segmentation in video
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Most state-of-the-art computer vision models depend on supervised learning, in which labeled data is used for training. But labeling is costly, and the cost ...

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WACV: Where application-based research finds a home
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Zongyi (Joe) Liu is a principal scientist in the Amazon Customer Experience and Business Trends (CXBT) organization, which evaluates the customer experience ...

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reMARS revisited: Computer vision for automated quality inspection
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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Amazon’s papers at SLT
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A quick guide to Amazon’s innovative work at the IEEE Spoken Language Technology Workshop (SLT), which begins next week:Accelerator-aware training for ...

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Orbital Systems makes sustainable water use something people can enjoy
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A. While I was studying industrial design at Lund University, I had the opportunity to go to Johnson Space Center and take part in a project with NASA. The ...

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Better differential privacy for end-to-end speech recognition
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Modern AI models, such as those that recognize images and speech, are highly data dependent. While some public-domain data sets are available to train such ...

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Amazon and Tennessee State University announce academic collaboration
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In an effort to create enduring pipelines of diverse science talent and differentiated research, Amazon today announced a collaboration with Tennessee State ...

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