Self-supervised learning
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Amazon at CVPR: Pietro Perona on computer vision’s frontiers
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The Conference on Computer Vision and Pattern Recognition (CVPR) — the premier conference in the field of computer vision — was first held in 1985. Pietro ...

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Using food images to find cooking recipes
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When looking for cooking ideas, people often find inspiration on social media and in restaurants, saving screenshots or taking pictures of food they liked. ...

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Automatically identifying scene boundaries in movies and TV shows
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Scene boundary detection is the problem of localizing where scenes in a video begin and end. It’s an important step towards semantic understanding of video, ...

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KDD: Graph neural networks and self-supervised learning
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As a Senior Program Committee member at this year’s Knowledge Discovery and Data Mining Conference (KDD), with a wide perspective on paper submissions, ...

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The science behind Hunches: Deep device embeddings
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Using Alexa, customers can control thousands of different smart-home devices — such as lights, plugs, switches, door locks, cameras, and thermostats — with ...

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‘The next frontier in robotics’
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Olivier Toupet has dedicated his career to making the impossible possible — on Earth and in space.“I've always worked on futuristic technologies,” said the ...

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Bringing the power of deep learning to data in tables
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In recent years, deep neural networks have been responsible for most top-performing AI systems. In particular, natural-language processing (NLP) ...

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Second annual Machine Learning Summer School launches in India
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Amazon ML Summer School India 2024 In 2021, Amazon launched an immersive program for students keen to ...

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Why Amazon Scholar Yossi Keshet remains “excited about speech”
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Twenty years ago — well before the deep-learning revolution — Yossi Keshet, an Amazon Scholar and associate professor of electrical and computer engineering ...

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The breadth of Amazon’s computer vision research is on display at ECCV
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Amazon's contributions to this year's European Conference on Computer Vision (ECCV) reflect the diversity of the company's research interests. Below is a ...

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