A Fast WordPiece Tokenization System
https://ai.googleblog.com/2021/12/a-fast-wordpiece-tokenization-system.html
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research.google
A Fast WordPiece Tokenization System
Posted by Xinying Song, Staff Software Engineer and Denny Zhou, Senior Staff Research Scientist, Google Research Tokenization is a fundamental pre-...
Interpretable Deep Learning for Time Series Forecasting
https://ai.googleblog.com/2021/12/interpretable-deep-learning-for-time.html
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blog.research.google
Interpretable Deep Learning for Time Series Forecasting
Training Machine Learning Models More Efficiently with Dataset Distillation
https://ai.googleblog.com/2021/12/training-machine-learning-models-more.html
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https://ai.googleblog.com/2021/12/training-machine-learning-models-more.html
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Training Machine Learning Models More Efficiently with Dataset Distillation
Posted by Timothy Nguyen1, Research Engineer and Jaehoon Lee, Senior Research Scientist, Google Research For a machine learning (ML) algorithm to b...
A Scalable Approach for Partially Local Federated Learning
https://ai.googleblog.com/2021/12/a-scalable-approach-for-partially-local.html
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Googleblog
A Scalable Approach for Partially Local Federated Learning
Google Research: Themes from 2021 and Beyond
https://ai.googleblog.com/2022/01/google-research-themes-from-2021-and.html
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Google Research: Themes from 2021 and Beyond
Posted by Jeff Dean, Senior Fellow and SVP of Google Research, on behalf of the entire Google Research community Over the last several decades, I'v...
Scaling Vision with Sparse Mixture of Experts
https://ai.googleblog.com/2022/01/scaling-vision-with-sparse-mixture-of.html
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Googleblog
Scaling Vision with Sparse Mixture of Experts
Learning to Route by Task for Efficient Inference
https://ai.googleblog.com/2022/01/learning-to-route-by-task-for-efficient.html
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Googleblog
Learning to Route by Task for Efficient Inference
Introducing StylEx: A New Approach for Visual Explanation of Classifiers
https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html
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Googleblog
Introducing StylEx: A New Approach for Visual Explanation of Classifiers
LaMDA: Towards Safe, Grounded, and High-Quality Dialog Models for Everything
https://ai.googleblog.com/2022/01/lamda-towards-safe-grounded-and-high.html
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LaMDA: Towards Safe, Grounded, and High-Quality Dialog Models for Everything
Posted by Heng-Tze Cheng, Senior Staff Software Engineer and Romal Thoppilan, Senior Software Engineer, Google Research, Brain Team Language models...
LaMDA: Towards Safe, Grounded, and High-Quality Dialog Models for Everything
https://ai.googleblog.com/2022/01/lamda-towards-safe-grounded-and-high.html
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research.google
LaMDA: Towards Safe, Grounded, and High-Quality Dialog Models for Everything
Posted by Heng-Tze Cheng, Senior Staff Software Engineer and Romal Thoppilan, Senior Software Engineer, Google Research, Brain Team Language models...
Separating Birdsong in the Wild for Classification
https://ai.googleblog.com/2022/01/separating-birdsong-in-wild-for.html
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https://ai.googleblog.com/2022/01/separating-birdsong-in-wild-for.html
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research.google
Separating Birdsong in the Wild for Classification
Posted by Tom Denton, Software Engineer and Scott Wisdom, Research Scientist, Google Research Birds are all around us, and just by listening, we ca...
Accurate Alpha Matting for Portrait Mode Selfies on Pixel 6
https://ai.googleblog.com/2022/01/accurate-alpha-matting-for-portrait.html
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https://ai.googleblog.com/2022/01/accurate-alpha-matting-for-portrait.html
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research.google
Accurate Alpha Matting for Portrait Mode Selfies on Pixel 6
Posted by Sergio Orts Escolano and Jana Ehman, Software Engineers, Google Research Image matting is the process of extracting a precise alpha matte...
Resolving High-Energy Impacts on Quantum Processors
https://ai.googleblog.com/2022/01/resolving-high-energy-impacts-on.html
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Googleblog
Resolving High-Energy Impacts on Quantum Processors
Does Your Medical Image Classifier Know What It Doesn’t Know?
https://ai.googleblog.com/2022/01/does-your-medical-image-classifier-know.html
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https://ai.googleblog.com/2022/01/does-your-medical-image-classifier-know.html
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Googleblog
Does Your Medical Image Classifier Know What It Doesn’t Know?
Controlling Neural Networks with Rule Representations
https://ai.googleblog.com/2022/01/controlling-neural-networks-with-rule.html
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https://ai.googleblog.com/2022/01/controlling-neural-networks-with-rule.html
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Googleblog
Controlling Neural Networks with Rule Representations
Applying Differential Privacy to Large Scale Image Classification
https://ai.googleblog.com/2022/02/applying-differential-privacy-to-large.html
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https://ai.googleblog.com/2022/02/applying-differential-privacy-to-large.html
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Googleblog
Applying Differential Privacy to Large Scale Image Classification