With recent advancements in generative AI, there are lot of discussions happening on how to use generative AI across different industries to solve specific business problems. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. It is all backed by very large models …
Data is the lifeblood of any machine learning application. To make more accurate predictions, ML models need access to high-quality data signals, commonly referred to as ML features. These ML features are usually characterized by refined data with high signal value that incorporate all the latest information available to an organization. Tecton on Google Cloud …
Read more “Announcing Tecton on Google Cloud: Accelerate the development of ML-powered applications”
NVIDIA DGX Cloud — which delivers tools that can turn nearly any company into an AI company — is now broadly available, with thousands of NVIDIA GPUs online on Oracle Cloud Infrastructure, as well as NVIDIA infrastructure located in the U.S. and U.K. Unveiled at NVIDIA’s GTC conference in March, DGX Cloud is an AI …
Read more “NVIDIA DGX Cloud Now Available to Supercharge Generative AI Training”
The report is an acknowledgment of the huge financial potential of the emerging sector surrounding generative AI and related technology. Read More
Published recently in Nature Machine Intelligence, research addressed the limited availability of human annotated, or labeled, medical images by using an adversarial, or competitive, learning approach against unlabeled data.
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The mechanisms behind the success of multi-view self-supervised learning (MVSSL) are not yet fully understood. Contrastive MVSSL methods have been studied though the lens of InfoNCE, a lower bound of the Mutual Information (MI). However, the relation between other MVSSL methods and MI remains unclear. We consider a different lower bound on the MI consisting …
Read more “The Role of Entropy and Reconstruction for Multi-View Self-Supervised Learning”
The complexity of IT systems has increased significantly in recent years, creating a greater urgency for IT teams to stay on top of the health of operations. An increase in devices connecting to individual applications, the rise of cloud computing and the development of new products have led companies to invest in digital services to …
This blog post was co-authored, and includes an introduction, by Zilong Bai, senior natural language processing engineer at Patsnap. You’re likely familiar with the autocomplete suggestion feature when you search for something on Google or Amazon. Although the search terms in these scenarios are pretty common keywords or expressions that we use in daily life, …
Read more “How Patsnap used GPT-2 inference on Amazon SageMaker with low latency and cost”
Here are three things a viral AI-generated ‘Barbenheimer’ trailer says about the state of generative AI right now.Read More