An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints

An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints

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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AI21 Brings Hybrid SSM-Transformer Model Jamba to Snowflake Cortex AI

Partnership will democratize access to AI21’s high-performing model for all Snowflake customers, seamlessly integrating with the Snowflake AI Data Cloud AI21, a leader in AI systems for enterprises, today announced at Snowflake Data Cloud Summit 2024, that it is bringing its newest model, Jamba-Instruct, the instruction-tuned version of Jamba, built from a novel hybrid SSM-Transformer architecture to the Snowflake AI Data Cloud. This partnership will enable all Snowflake customers to access AI21’s Jamba-Instruct for immediate and secure enterprise use. Jamba-Instruct will soon be accessible in Snowflake Cortex AI, Snowflake’s comprehensive managed service offering access to top-tier large language models and vector search…
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Few-Shot Classification of Interactive Activities of Daily Living (InteractADL)

Few-Shot Classification of Interactive Activities of Daily Living (InteractADL)

arXiv:2406.01662v1 Announce Type: new Abstract: Understanding Activities of Daily Living (ADLs) is a crucial step for different applications including assistive robots, smart homes, and healthcare. However, to date, few benchmarks and methods have focused on complex ADLs, especially those involving multi-person interactions in home environments. In this paper, we propose a new dataset and benchmark, InteractADL, for understanding complex ADLs that involve interaction between humans (and objects). Furthermore, complex ADLs occurring in home environments comprise a challenging long-tailed distribution due to the rarity of multi-person interactions, and pose fine-grained visual recognition tasks due to the presence of semantically and visually…
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Dexcom G7 unlocks diabetes management on the Apple Watch

Dexcom G7 unlocks diabetes management on the Apple Watch

Time's almost up! There's only one week left to request an invite to The AI Impact Tour on June 5th. Don't miss out on this incredible opportunity to explore various methods for auditing AI models. Find out how you can attend here. Diabetes management is going as the hands-free as the Dexcom G7 glucose monitor can now connect directly to Apple Watch in the U.S. That gives people the confidence to know their blood sugar levels — something critical for diabetes patients — even when their iPhone isn’t with them. In the past, diabetes patients had to meticulously manage their…
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Why the EU’s Vice President Isn’t Worried About Moon-Landing Conspiracies on YouTube

Why the EU’s Vice President Isn’t Worried About Moon-Landing Conspiracies on YouTube

When European Union vice president Věra Jourová met with YouTube CEO Neal Mohan in California last week, they fell to talking about the long-running conspiracy theory that the moon landings were fake. YouTube has faced calls from some users and advocacy groups to remove videos that question the historic missions. Like other videos denying accepted science, they have been booted from recommendations and have a Wikipedia link added to direct viewers to debunking context.But as Mohan spoke about those measures, Jourová made something clear: Fighting lunar lunatics or flat-earthers shouldn't be a priority. “If the people want to believe it,…
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LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback

LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback

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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Elon Musk, who famously vowed to ‘own no house,’ reportedly considered buying a $200,000 to $400,000 tiny home

Elon Musk, who famously vowed to ‘own no house,’ reportedly considered buying a $200,000 to $400,000 tiny home

Elon Musk, who famously vowed to "own no house" in 2020 and claimed in 2022 that he was effectively homeless and couch surfing at his friend's properties, reportedly discussed buying a tiny house from one of Tesla's board directors, per Reuters.Joe Gebbia, who cofounded Airbnb and prefabricated housing startup Samara, told Reuters that he stepped down from a special committee set up by Tesla's board to examine the company's possible move out of Delaware because of a "potential business transaction" involving Musk and Samara. Samara sells prefabricated homes that cost from $269,000 to over $414,000.Gebbia said the transaction was "currently…
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The best cheap Windows laptops for 2024

The best cheap Windows laptops for 2024

We review a number of Windows 11 laptops every year at Engadget, but the cheapest among them often fall to the bottom of the list. Unlike our top picks for best Windows laptop, or even more niche devices like the best gaming laptops, these machines don’t have pricey screen panels, high-powered graphics cards or super thin-and-light designs. But that doesn’t mean you should write them off. Besides, not everyone needs a pro-level laptop — they just need the best machine that will fit their budget.Sub-$500 laptops made by Acer, Dell, Lenovo and other companies can be great fits for those…
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Real-time crypto price predictions with Deephaven and AI | Deephaven

Real-time crypto price predictions with Deephaven and AI | Deephaven

Using AI to predict prices and manage investments is the key to gaining a competitive edge in the crypto space. Doing so isn't as difficult as you might think.The Coinbase API makes real-time crypto price acquisition easy. That, in turn, makes model deployment a breeze.This is the fifth of a six-part blog series on real-time crypto price predictions with AI. In this blog, I'll deploy the AI models I've built and tested previously on a real-time feed of crypto prices. Keep up with the rest of the blog series:Acquire up-to-date crypto data with Apache AirflowImplement an LSTM model with TensorFlowImplement…
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