My Keith Hammett dahlia Protegee has just started flowering, and it's absolutely stunning. The bees are all over the flowers. #dahlia #flower #flora #gardeningnz #keithhammett

Every day I transfer one of my digital illustrations into coloured pencil drawings. This time:

Dr. Blue Eye ging nie ohne Frühstück ins Institut /
Dr Blue Eye never went to the Institute without breakfast

#illustration #kleineKunstklasse #mastoart

Let's try these #introductions again!

Hi I'm Frederick 👋 I'm an earthy crunchy, small town #hacker who grew up making and breaking software.

A few years ago I went through a #maths phase and came out of it with 2 degrees, lots of hurt, and a love of machine learning and cryptography.

These days, for work I research machine learning at a hyperspectral camera company. My AI can see colors you can't 😈

Things I love: my #cats, #coffee, #academia, #film, #linux, and #machinelearning

Hi there 👋 I'm a prof at ITU #Copenhagen currently at #UW in #Seattle.

🔭 My research is on #nlp and #machinelearning. Specifically:

🛡️ Online harms: #misinformation, #hatespeech, #moderation etc
🌱 #Efficient machine learning: #energy efficient models, #climate friendly ML, #data efficiency

I guess I try to keep my profile here dry & work-related, but reality might creep in here and there :)

who did it best?

#birds

An abandoned house in Portugal. I venture up the creaking spiral staircase into the attic. The corridor ahead isn't too photogenic, I then back around to face then stairs. A beautiful pattern of radiating shadows cast by the balustrade 🖤

#PhotographyIsArt #Abandoned #Urbex

Some fun for your Tuesday! I present a trio of sheepy bums! I saw these three fuzz butts while hiking to Kvernafoss waterfall in Iceland. I couldn't resist snapping a pic! 😁 🐑

#sheep #Iceland #humor #fuzzbutt #artmatters #AYearForArt #Icelandroadtrip

Prints and products available!
https://kristia-adams.pixels.com/featured/trio-of-icelandic-sheepy-bums-kristia-adams.html

London
By Robert Holzach

#Art #painting #mastoart

#Ratibida columnifera, upright prairie coneflower.

#garden #gardening #flowers #horticulture #photography

A chest in an old abandoned attic full of strange things from the Future
Midjourney 4 AI Art
#stablediffusion #dalle2 #dalle #aiart #nightcafe #midjourney

Starship Scorpion 🦂
Midjourney 4 AI Art
#stablediffusion #dalle2 #dalle #aiart #nightcafe #midjourney

Interior Mars habitat designed by Leonardo Da Vinci
Midjourney 4 AI Art
#stablediffusion #dalle2 #dalle  #aiart #nightcafe #midjourney​

Mars habitat designed by Leonardo Da Vinci
These are not as impressive as I had hoped
Midjourney 4 AI Art
#stablediffusion #dalle2 #dalle  #aiart #nightcafe #midjourney​

Oh my goodness. These #goldendewdrops are as visually brilliant IRL as in these pics.

I couldn’t walk past these without taking photos and sharing.

The purples bleeding into white and the subtle yellows within the centre ovary section of each flower is quite amazing.

It was a bit of a wow moment discovering this.

#urbanflora #flora #gardening #garden #melbourne #aesthetichedonist #januaryjoy #gardeningAU #gardening #narrm #victoria #Australia #godmustbeabotanist #makesmehappy

#mushrooms #fungi #naturephotography

And that's 13 papers in the cs.CV category (and one outside) posted today out of a total of 89 papers in the cs.CV category on arXiv.

That's all for today 🙂

#AI #CV #NewPapers #DeepLearning #MachineLearning

"Video Influencers: Unboxing the Mystique. (arXiv:2012.12311v2 [cs.LG] UPDATED)" — A study and analysis of YouTube influencers and their unstructured video data across text, audio and images using a novel "interpretable deep learning" framework to determine the effectiveness of their constituent elements in explaining video engagement.

Paper: http://arxiv.org/abs/2012.12311

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Gradient heat map in video fram…

"Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models. (arXiv:2301.13826v1 [cs.CV])" — A process which intervenes in the generative process of diffusion models on the fly during inference time to improve the faithfulness of the generated images to guide the model to refine the cross-attention units to attend to all subject tokens in the text prompt and strengthen - or excite - their activations, encouraging the model to generate all subjects described in the text prompt.

Paper: http://arxiv.org/abs/2301.13826
Code: https://github.com/AttendAndExcite/Attend-and-Excite

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Given a pre-trained text-to-ima…

"Grounding Language Models to Images for Multimodal Generation. (arXiv:2301.13823v1 [cs.CL])" — An efficient method to ground pretrained text-only language models to the visual domain, enabling them to process and generate arbitrarily interleaved image-and-text data. This approach apparently works with any off-the-shelf language model.

Paper: http://arxiv.org/abs/2301.13823

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Our method grounds a language m…

@AngelaPreston We are working our way through it but we are limiting ourselves to one episode a day 🙂 It is interesting and I’m curious to see where it’s headed …