Preview: Technology & Innovation Summit North America

Preview: Technology & Innovation Summit North America

The technological landscape is on the cusp of a significant transformation, driven by the burgeoning potential of artificial intelligence. Roles, companies, and entire industries are shifting as new technologies disrupt the status quo. This presents a pivotal moment for technology and data leaders to chart a path that capitalizes on new and emerging technology to achieve high performance and drive meaningful business results. Despite the excitement generated by new technological advances, some business and technology leaders have tempered their enthusiasm because of ongoing economic uncertainty and geopolitical tensions. Additionally, customer expectations are evolving at an ever-increasing pace, demanding constant adaptation.…
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Graph Neural Networks for Brain Graph Learning: A Survey

Graph Neural Networks for Brain Graph Learning: A Survey

arXiv:2406.02594v1 Announce Type: new Abstract: Exploring the complex structure of the human brain is crucial for understanding its functionality and diagnosing brain disorders. Thanks to advancements in neuroimaging technology, a novel approach has emerged that involves modeling the human brain as a graph-structured pattern, with different brain regions represented as nodes and the functional relationships among these regions as edges. Moreover, graph neural networks (GNNs) have demonstrated a significant advantage in mining graph-structured data. Developing GNNs to learn brain graph representations for brain disorder analysis has recently gained increasing attention. However, there is a lack of systematic survey work summarizing…
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ORACLE: Leveraging Mutual Information for Consistent Character Generation with LoRAs in Diffusion Models

ORACLE: Leveraging Mutual Information for Consistent Character Generation with LoRAs in Diffusion Models

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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US National Security Experts Warn AI Giants Aren’t Doing Enough to Protect Their Secrets

US National Security Experts Warn AI Giants Aren’t Doing Enough to Protect Their Secrets

Google, in public comments to the NTIA ahead of its report, said it expects “to see increased attempts to disrupt, degrade, deceive, and steal” models. But it added that its secrets are guarded by a “security, safety, and reliability organization consisting of engineers and researchers with world-class expertise” and that it was working on “a framework” that would involve an expert committee to help govern access to models and their weights.Like Google, OpenAI said in comments to the NTIA that there was a need for both open and closed models, depending on the circumstances. OpenAI, which develops models such as…
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Nvidia CEO Says Video Games Will Be Totally Infused With AI

Nvidia CEO Says Video Games Will Be Totally Infused With AI

So says the company with fingers in both pies.Doubling DippingNvidia CEO and co-founder Jensen Huang is making a prediction that his company is in a unique position to both realize and profit from. Soon, he says, virtually every aspect of video games could be "infused" with AI, PC Gamer reports.As Huang is surely eager to point out, AI has quickly carved out a significant — if ancillary — role in gaming. Features like DLSS, which only runs on modern Nvidia cards, use AI to boost frame rates and generate higher resolution images, for which it's become a staple of PC…
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Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes

Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes

arXiv:2406.02826v1 Announce Type: new Abstract: Summarizing medical conversations poses unique challenges due to the specialized domain and the difficulty of collecting in-domain training data. In this study, we investigate the performance of state-of-the-art doctor-patient conversation generative summarization models on the out-of-domain data. We divide the summarization model of doctor-patient conversation into two configurations: (1) a general model, without specifying subjective (S), objective (O), and assessment (A) and plan (P) notes; (2) a SOAP-oriented model that generates a summary with SOAP sections. We analyzed the limitations and strengths of the fine-tuning language model-based methods and GPTs on both configurations. We also…
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Boeing’s Starliner overcomes last-second problems to dock with the ISS

Boeing’s Starliner overcomes last-second problems to dock with the ISS

Boeing’s Starliner has successfully docked with the ISS — but not without some last-minute problems. The company’s first crewed test flight to the space station linked up at 1:34 PM ET after missing its first shot due to several thrusters malfunctioning. Astronauts Barry “Butch” Wilmore and Sunita “Suni” Williams plan to spend the next eight days onboard the ISS before returning to Earth.The capsule docked with the ISS in an orbit about 260 miles over the Indian Ocean. The pair is now circling the planet at around 17,500 mph.“Nice to be attached to the big city in the sky,” Wilmore spoke…
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Raspberry Pi Embraces AI With Hailo Collaboration

Raspberry Pi Embraces AI With Hailo Collaboration

Single-board PC maker Raspberry Pi Ltd will list its commercial branch on the London Stock Exchange starting on an undisclosed date in June, a major change for the company, which operates partially as an educational nonprofit. Shortly after the confirmation of the IPO — though unrelated — Raspberry Pi unveiled its latest product, an AI board for vision capabilities, in collaboration with Hailo. The London Stock Exchange will receive a boost from the IPO, which has fallen to its lowest share of IPO funds in decades, according to research by Bloomberg. Although Raspberry Pi computers are often known as educational…
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2 easy steps to inspect any Parquet file in seconds | Deephaven

2 easy steps to inspect any Parquet file in seconds | Deephaven

I've already documented how Parquet is often better than CSV for data storage. It takes up less space, is faster to load, and has advanced compression and sophisticated data access features.Parquet's biggest drawback has been the inability to readily inspect the data -- i.e. to see and interact with it a bit.There is now a no-brainer solution that requires just one command line and a few seconds of patience.Clone the Deephaven Parquet viewer repository.Use the following command to specify (1) the path to the Parquet file and (2) a port to view it../deephaven-parquet-viewer.sh ../Desktop/examples/Taxi/parquet/taxi.parquet 8080Here's the output after a few…
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