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AWS Researchers Develop ‘TabTransformer’ to Bring the Power of Deep Learning...

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The top-performing AI systems have deep neural networks at their core. For instance, Transformer-based language models like BERT are typically the foundation for natural...

Amazon Unveils ‘CodeWhisperer’: A New Service That Uses Machine Learning To...

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With the launch of Amazon CodeWhisperer, an AI-powered coding aid service, Amazon Web Services Inc. has made its first addition to its cloud offering....

Researchers At Amazon Propose ‘AdaMix’, An Adaptive Differentially Private Algorithm For...

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It is crucial to preserve privacy by restricting the amount of data that may be gathered about each training sample when training a deep...

The Amazon Robotics Journey To ‘Proteus’, The Company’s First Fully Automated...

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The past ten years have sped by, but Amazon’s desire to improve their workers' and customers' experiences has remained constant. A committed group of...

Amazon AI Researchers Open-Source ‘Syne Tune’: A Novel Python Library For...

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Deep learning models with billions of parameters are trained through gradient-based stochastic optimization, thanks to powerful algorithms, systems, and hardware advancements. These algorithms include...

New Amazon AI Study Introduces Pyramid-BERT To Reduce Complexity via Successive...

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This Article is written as a summay by Marktechpost Staff based on the paper 'Pyramid-BERT: Reducing complexity via successive core-set based token selection'. All...

Amazon AI Researchers Proposed ‘DQ-BART’: A Jointly Distilled And Quantized BART...

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This Article is written as a summay by Marktechpost Staff based on the paper 'DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization'. All...

Amazon AI Researchers Propose A New Model, Called RescoreBERT, That Trains A...

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This Article is written as a summay by Marktechpost Staff based on the Research Paper 'RESCOREBERT: DISCRIMINATIVE SPEECH RECOGNITION RESCORING WITH BERT'. All Credit...

Amazon Researchers Develop A New Way To Rewrite Database Queries To...

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As databases grow in size, queries become slower. Database queries frequently contain multiple repetitive procedures that can be eliminated. To discover a full name...

AI Researchers At Amazon Develop GIT: Generative Insertion Transformer For Controlled...

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This Article Is Based On The Research 'Controlled Data Generation via Insertion Operations for NLU'. All Credit For This Research Goes To The Researchers...