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Last month, at its annual re:Invent developers’ conference, Amazon Web Services (AWS) announced the release of two new additions to its Titan family of foundation models,...
Today’s large machine learning models — such as generative language models or vision-language models — are so big that the process of training them is typically...
The USC + Amazon Center on Secure and Trusted Machine Learning, established in January 2021 to support fundamental research and development of new approaches to machine...
The drive to harness the transformative power of high-end machine learning models has meant some businesses are facing new challenges. Teams want assistance in crafting compelling...
It was on a “hunting trip” to Italy in 2015 that computer vision pioneer Stefano Soatto first came across Alessandro Achille. More accurately, it was a...
As the start of this year’s Interspeech draws near, “generative AI” has become a watchword in both the machine learning community and the popular press, where...
Teaching large language models (LLMs) to reason is an active topic of research in natural-language processing, and a popular approach to that problem is the so-called...
As they are everywhere, large language models are a major topic of conversation at this year’s meeting of the Association for Computational Linguistics (ACL). Yang Liu,...
For years, Amazon researchers have been exploring the topic of extreme multilabel classification (XMC), or classifying inputs when the space of possible classification categories is large...
In recent years, and even recent months, there have been rapid and dramatic advances in the technology known as generative AI. Generative AI models are trained...