Category Physics

Google StyleDrop generates Images from Text

Credit: Google

It took Da Vinci 16 years to paint the Mona Lisa. Some say he needed 12 years just to paint her lips.

There is no truth to the rumors that slow Internet was the cause.

But Da Vinci, a polymath who dabbled in botany, engineering, science, sculpture, and geology as well as painting, surely would have appreciated a new text-to-image generative vision transformer developed by Google Research.

Google’s StyleDrop, as described in a June 1 paper on the arXiv preprint server, lets users describe objects and specify artistic styles they wish to have incorporated in the generated output.

StyleDrop returns images reflecting the user’s specifications in about three minutes.

“The proposed method is extremely versatile and captures nuances and details of a user-provided...

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Meta’s AI MusicGen makes Music from Text Prompts

meta
Credit: Unsplash/CC0 Public Domain

The 19th century philosopher Thomas Carlyle once declared, “Music is well said to be the speech of angels.”

One wonders what Tom would have thought about a later era serving up protopunk, death metal and gothic rock.

Moreover, what would he have had to say about current approaches to music composed not by angels but by CPUs, RAM and large language models?

Meta announced last week that it has developed an AI music processor that generates music based on natural language descriptions.

Meta’s MusicGen, which follows on the heels of Google’s January release of MusicLM that generates music based on text prompts or humming, was trained on 20,000 hours of music...

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DeepMind achieves Giant Leap in Sorting Speed

Fundamentally different algorithms discovered by AlphaDev. a, A flow diagram of the variable sort 4 (VarSort4) human benchmark algorithm. In this algorithm, a sequence of unsorted numbers are input into the algorithm. If the sequence length is four, three or two numbers, then the corresponding sort 4, sort 3 or sort 2 sorting network is called that sorts the resulting sequence. The result is then returned and output by the function. b, The VarSort4 algorithm discovered by AlphaDev. This algorithm also receives sequences of length four, three or two numbers as input. In this case, if the length is two, then it calls the sort 2 sorting network and returns. If the length is three then it calls sort 3 to sort the first three numbers and returns...
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Ultrashort Light Pulses Shaped like a Spring Toy bring a new Twist to Photonics

It's spring time! Ultrashort light pulses shaped like a spring toy bring a new twist in photonics
Synthesizing space–time beams with broadband topological–spectral correlations. Credit: Nature Photonics (2023). DOI: 10.1038/s41566-023-01223-y

We’ve all played at least once with a spring toy, but did you know that light can be shaped like a spring too?

An international team of researchers, led by Marco Piccardo, a former researcher at the Italian Institute of Technology (IIT) and now a Professor in the Physics Department of Técnico Lisboa and Principal Investigator at the Engineering Institute for Microsystems and Nanotechnologies (INESC MN), has harnessed ultrafast optics and structured light to synthesize in the laboratory a new family of spatiotemporal light beams, known as light springs.

The research was done in collaboration between IIT, Politecnico di Milano and Téc...

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