A color-based sensor to emulate skin’s sensitivity
In a step toward more autonomous soft robots and wearable technologies, researchers have created a device that uses color to simultaneously sense multiple mechanical and temperature stimuli.
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5 Market Expansion Strategies Marketers Use to Reach New Audiences
Marketers work tirelessly to distinguish their brand in the market, nurture their customer base, and build customer loyalty. Even when a company achieves cult brand status, a marketer’s work is never done. In search of growth, brands may look to attract customers across new markets, product lines, lifestyles, niches, and more. What steps can marketers …
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Unsupervised speech-to-speech translation from monolingual data
Posted by Eliya Nachmani, Research Scientist, and Michelle Tadmor Ramanovich, Software Engineer, Google Research Speech-to-speech translation (S2ST) is a type of machine translation that converts spoken language from one language to another. This technology has the potential to break down language barriers and facilitate communication between people from different cultures and backgrounds. Previously, we introduced …
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ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
Large Language Models (LLMs) with billions of parameters have drastically transformed AI applications. However, their demanding computation during inference has raised significant challenges for deployment on resource-constrained devices. Despite recent trends favoring alternative activation functions such as GELU or SiLU, known for increased computation, this study strongly advocates for reinstating ReLU activation in LLMs. We …
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Entendiendo nuestro trabajo con el NHS
(An English-language version of this post can be read here.) Desde 2020, el uso del software de Palantir por parte del NHS (National Health Service, la entidad de prestaciones sanitarias pública del Reino Unido) en Inglaterra se ha convertido en un área de creciente interés. Aunque ya hemos compartido algunos de los aspectos más destacables de …
Hybrid cloud examples, applications and use cases
To keep pace with the dynamic environment of digitally-driven business, organizations continue to embrace hybrid cloud, which combines and unifies public cloud, private cloud and on-premises infrastructure, while providing orchestration, management and application portability across all three. According to the IBM Transformation Index: State of Cloud, a 2022 survey commissioned by IBM and conducted by an …
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Unsupervised speech-to-speech translation from monolingual data
Posted by Eliya Nachmani, Research Scientist, and Michelle Tadmor Ramanovich, Software Engineer, Google Research Speech-to-speech translation (S2ST) is a type of machine translation that converts spoken language from one language to another. This technology has the potential to break down language barriers and facilitate communication between people from different cultures and backgrounds. Previously, we introduced …
Read more “Unsupervised speech-to-speech translation from monolingual data”
Boosting developer productivity: How Deloitte uses Amazon SageMaker Canvas for no-code/low-code machine learning
The ability to quickly build and deploy machine learning (ML) models is becoming increasingly important in today’s data-driven world. However, building ML models requires significant time, effort, and specialized expertise. From data collection and cleaning to feature engineering, model building, tuning, and deployment, ML projects often take months for developers to complete. And experienced data …