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Amazon Research Introduces Deep Reinforcement Learning For NLU Ranking Tasks

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In recent years, voice-based virtual assistants such as Google Assistant and Amazon Alexa have grown popular. This has presented both potential and challenges for...

AI Researchers Introduce A Graph Neural Network Estimator for ETA Prediction...

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Web mapping services like Google Maps are excellent tools for dynamically navigating portions of the Earth, especially in urban areas. These tools are not...

AI Researchers Unveil The First Deep Videos Text-Replacement Method, ‘STRIVE’

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A Team of researchers are working together to solve the problem of realistically altering scene text in videos. Their main application behind this research...

AWS Launches Graviton3 Processors For Machine Learning Workloads

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Amazon Web Services (AWS) announced the launch of the third generation of its AWS Graviton chip-powered instances, the AWS Graviton3, will power all-new Amazon...

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...

Amazon Kickstarts Natural Language Understanding By Open-Sourcing ‘MASSIVE’ Speech Dataset

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This Article Is Based On The Amazon article 'Amazon releases 51-language dataset for language understanding'. All Credit For This Research Goes To The Amazon...

Amazon Researchers Propose ‘ALLIE’: A Novel Framework to Address the Challenges...

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This research summary article is based on the paper 'ALLIE: Active learning on large-scale imbalanced graphs' Please don't forget to join our ML Subreddit Social network...

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 Researchers Propose ‘Cold Brew’: A Teacher-Student Distillation Approach To Address...

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This Article Is Based On The Research Paper 'Cold Brew: Distilling graph node representations with incomplete or missing neighborhoods'.. All Credit For This Research...

Latest Paper From Amazon AI Research Analyzes And Explains The Challenges...

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This article summary is based on the research paper from Amazon: 'Federated learning challenges and opportunities: An outlook' All credits for this research goes to...