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In the digital era, when documents are generated and distributed at unprecedented rates, automatically understanding them is crucial. Consider the tasks of extracting payment information from...
Automatic-speech-recognition (ASR) models, which transcribe spoken utterances, are a key component of voice assistants. They are increasingly being deployed on devices at the edge of the...
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 quick guide to the...
Twenty years ago — well before the deep-learning revolution — Yossi Keshet, an Amazon Scholar and associate professor of electrical and computer engineering at Israel’s Technion,...
Amazon ML Summer School India 2024 In 2021, Amazon launched an immersive program for students keen to build their career in machine learning. In 2024, the...
In recent years, deep neural networks have been responsible for most top-performing AI systems. In particular, natural-language processing (NLP) applications are generally built atop Transformer-based language...
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 principal...
Using Alexa, customers can control thousands of different smart-home devices — such as lights, plugs, switches, door locks, cameras, and thermostats — with just their voices....
As a Senior Program Committee member at this year’s Knowledge Discovery and Data Mining Conference (KDD), with a wide perspective on paper submissions, Chandan Reddy noticed...
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, with applications...