AI this week - Stable diffusion, xCloth, HINTS, doc2graph, Patent Similarity and much more

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Most activity this week has been around stable diffusion models. You may want to check the following which covers it really well.

Stable Diffusion is a really big deal

If you haven’t been paying attention to what’s going on with Stable Diffusion, you really should be. Stable Diffusion is a new “text-to-image diffusion model” that was released to the …

This has a lot of implications for AI, society and technology in general, as SD shows that democratizing technology can lead to massive innovation. It is very early to see if this can be misused and if that happens, how to address that. If that happens, detecting fake images, videos, text and audio will now be a sector to watch closely for innovation.

I am keenly following the domain for innovation, product development etc. Should you want to have some discussion about it, please ping me by replying to this email or booking a calendar here.

AI this week

Startups, Businesses and Enterprise

AI that can learn the patterns of human language

Researchers from MIT and elsewhere developed a machine-learning model that can automatically learn the rules and patterns of human languages on its own, and also learn some inductive biases that are applicable across many languages. This work could pave the way for AI systems that could automaticall…

MIT News | Massachusetts Institute of TechnologyAdam Zewe | MIT News Office

DALL·E: Introducing Outpainting

Extend creativity and tell a bigger story with DALL-E images of any size Original outpainting by Emma Catnip Today we’re introducing Outpainting, a new feature which helps users extend their creativity by continuing an image beyond its original borders — adding visual elements in the sam…

OpenAIOpenAI

Research Papers and Open Source

Using AI to decode speech from brain activity

Decoding speech from brain activity has mostly benefited from invasive approaches. New research from FAIR shows AI could instead make use of noninvasive brain scans.

xCloth: Extracting Template-free Textured 3D Clothes from a Monocular Image

Existing approaches for 3D garment reconstruction either assume a predefinedtemplate for the garment geometry (restricting them to fixed clothing styles)or yield vertex colored meshes (lacking high-frequency textural details). Ournovel framework co-learns geometric and semantic information of gar…

arXiv.orgAstitva Srivastava

A Hybrid Iterative Numerical Transferable Solver (HINTS) for PDEs Based on Deep Operator Network and Relaxation Methods

Iterative solvers of linear systems are a key component for the numericalsolutions of partial differential equations (PDEs). While there have beenintensive studies through past decades on classical methods such as Jacobi,Gauss-Seidel, conjugate gradient, multigrid methods and their more advanced…

arXiv.orgEnrui Zhang

Announcing the Patent Phrase Similarity Dataset

Posted Grigor Aslanyan, Software Engineer, Google Patent documents typically use legal and highly technical language, with context-depend...

Google AI Blog

Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks

Geometric Deep Learning has recently attracted significant interest in a widerange of machine learning fields, including document analysis. The applicationof Graph Neural Networks (GNNs) has become crucial in various document-relatedtasks since they can unravel important structural patterns, fund…

arXiv.orgAndrea Gemelli

Ethics and innovative AI applications:

AI wins state fair art contest, annoys humans

Stealth win for AI-generated art inspires heated ethics debate on social media.

Ars TechnicaBenj Edwards

France reveals hidden swimming pools with AI, taxes them

Computer eyes in the skies make real estate tax evasion in France much harder.

Ars TechnicaBenj Edwards

In case you missed the last week's posts, please read them here.

Monday:

Dunn Index

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Everyday SeriesGaurav Gandhi

Tuesday:

Multi-agent Systems

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Everyday SeriesGaurav Gandhi

Wednesday:

Cognitive Architecture

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Everyday SeriesGaurav Gandhi

Thursday:

Cognitive Architecture and Multi-Agent Systems

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Everyday SeriesGaurav Gandhi

Friday:

Artificial Intelligence Games

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Everyday SeriesGaurav Gandhi

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