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32926 Posts
Solving Oscillator ODEs via Soft-constrained Physics-informed Neural Network with Small Data

Solving Oscillator ODEs via Soft-constrained Physics-informed Neural Network with Small Data

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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Why i switched from ChatGPT, Cluade, Gemini and Perpleixty to AyeSoul?

Why i switched from ChatGPT, Cluade, Gemini and Perpleixty to AyeSoul?

So, I Ditch the AI Juggling Act and Switched to AyeSoul Look, I'll be straight with you. I used to be that person with a million tabs open, bouncing between ChatGPT, Claude, Gemini, Perplexity, and Midjourney. It was like playing AI whack-a-mole, trying to figure out which tool was best for each task. Exhausting? You bet. Then I stumbled across AyeSoul.com. Game changer? Absolutely. The Old Way: AI Tool Hopping Here's how it used to go: Need creative writing? Fire up ChatGPT. Complex analysis? Claude Sonnet time. Quick fact-check? Hello, Gemini. Web search? Perplexity, you're up. Image generation? Midjourney, do…
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Midjourney opens website to all users, offering 25 free AI image generations

Midjourney opens website to all users, offering 25 free AI image generations

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More After being confined to Discord for much of its first few years and then, in the last year, an “alpha” website for users who had generated a certain number of images, Midjourney, the hit AI image generation service and company, is now opening its website to any users — with limited free trials even for those not already signed up. The Midjourney web experience is now open to everyone. We're also temporarily turning on free trials to let you check it…
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A court filing unmasked the 100 investors in Elon Musk’s X: a Saudi prince, major VCs, Diddy, and Jack Dorsey

A court filing unmasked the 100 investors in Elon Musk’s X: a Saudi prince, major VCs, Diddy, and Jack Dorsey

Elon Musk's X just had to give up the names of all its investors — and there are a couple of notable names on the list.A federal judge ordered the social media platform to unseal the list of shareholders of X Holdings on Tuesday, after a journalism nonprofit filed a motion to view the records in July.The document includes some of Silicon Valley's biggest names like Andreessen Horowitz, Fidelity, Sequoia, alongside asset managers including Fidelity. Wealthy individuals also invested, including Saudi Prince Alwaleed bin Talal al Saud, American rapper Sean "Diddy" Combs, and X's founder and former CEO Jack Dorsey.X…
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LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS

LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS

[Submitted on 20 Aug 2024 (v1), last revised 21 Aug 2024 (this version, v2)] View a PDF of the paper titled LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS, by Xinyu Liu and 4 other authors View PDF HTML (experimental) Abstract:Video Object Segmentation (VOS) presents several challenges, including object occlusion and fragmentation, the dis-appearance and re-appearance of objects, and tracking specific objects within crowded scenes. In this work, we combine the strengths of the state-of-the-art (SOTA) models SAM2 and Cutie to address these challenges. Additionally, we explore the impact of various hyperparameters on video instance segmentation performance. Our…
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Accelerate performance using a custom chunking mechanism with Amazon Bedrock | Amazon Web Services

Accelerate performance using a custom chunking mechanism with Amazon Bedrock | Amazon Web Services

This post is co-written with Kristina Olesova, Zdenko Esetok, and Selimcan akar from Accenture. In today’s data-driven world, organizations often face the challenge of extracting structured information from unstructured PDF documents. These PDFs can contain a myriad of elements, such as images, tables, headers, and text formatted in various styles, making it difficult to parse and analyze the data efficiently. Additionally, the performance of chatbots and other natural language processing (NLP) applications depends heavily on the chunking strategy employed. Improper chunking can lead to loss of context, resulting in hallucinations and inaccurate responses. Also, the performance of language models is…
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StructuredRAG: JSON Response Formatting with Large Language Models

StructuredRAG: JSON Response Formatting with Large Language 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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