"Towards causally linking architectural parametrizations to algorithmic bias in neural networks. (arXiv:2302.03750v1 [cs.CV])" — A causal framework for linking an architectural hyperparameter to algorithmic bias to study effect of hyperparameters on inducing biases.

Paper: http://arxiv.org/abs/2302.03750

#AI #CV #NewPaper #DeepLearning #MachineLearning

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The deep learning model develop…

A total of 71 papers in the cs.CV category on arXiv.org today — 45 new, 26 updated.

On with the reading!

#AI #CV #NewPapers #DeepLearning #MachineLearning

This is why I always carry cash.
https://patreon.com/lowqualityfacts

Hatching a Teeny Tiny Zebra Finch. Great little video featuring the incubation of an abandoned egg and the hatching of a bird smaller than a human fingernail. I was riveted by the birth and first feeding. https://kottke.org/23/02/hatching-a-teeny-tiny-zebra-finch

Magnemuffin is finished!

#mastoart #illustration #dibujo #drawing #pokemon #anime #animeart

Not to brag, but I was spewing out hilariously incorrect information before huge tech companies decided to create AI chatbots and ruin the internet.

I've always wondered why barns are red.
https://patreon.com/lowqualityfacts

People who don't speak a word of German are far too confident in their ability to assassinate baby Hitler if given the opportunity to time travel.

I swear typos are gonna be the depth of me.

And as if we didn’t have enough misinformation around (and lots of people going ga-ga over #ChatGPT and how great it is at beating search engines …) apparently Google now has their own misinformation engine — Bard.

Predictably, on one of its first public appearances, it spouted misinformation. But then again, probably a lot of people didn’t notice. Heck, people at Google probably didn’t notice since they showed it off proudly 😛

I’m going to call all these AIs (which is a misnomer anyway) MEs (Misinformation Engine) from now on …

https://www.engadget.com/google-bard-chatbot-false-information-twitter-ad-165533095.html

It’s only going to get worse …

#ChatGPT #Bard #ConversationalME

Since I’ve moved instances, I guess it’s time for another #introduction!

I’m a #data scientist and #MachineLearning engineer based in #NYC. I don’t really like making my employer part of my identity, but I currently work at Flatiron Health, and I was previously a quantitative finance researcher at a hedge fund. My career has brought me into communities for #OpenSource, #bayes and #NLP, where I usually go by Eigenfoo 🧑‍💻📚

Red Flowers

2023-01-16/17 day 217/218 of doing art every day for a year (mostly - I took sick days off).

This is me having fun. I think it could be done better, but I'm not there yet. I'll work on it.

I've uploaded a Timelapse for this piece. You can view it here:

https://youtube.com/shorts/YrdI0iCoauk

If you want to view older artworks I've done, I'm posting them to my blog at https://LMAshton.com. It'll be a little while until I've got them all posted.

#ArtMatters #AYearForArt #Procreate #ProcreateArt #DigitalArt #WomensArt #WomenArtists #ArtistsOnMastodon
A digital painting. In the fore…

Just getting back from #Photo #Trip to #Banff and the #CanadianRockies. What an amazing trip. This was an #ice #formation on #AbrahamLake.

#LandscapePhotography #Photography #Nature #NaturePhotography #Winter #Snow #mountains #PhotoOfTheDay

Colorful Dragon
Midjourney 4 AI Art
#stablediffusion #dalle2 #dalle #aiart #nightcafe #midjourney

Oranges in Oil

2023-01-14/15 day 215/216 of doing art every day for a year (mostly - I took sick days off).

This was another experiment using oil paints in Procreate. Obviously not real oil paint, but brushes that are designed to simulate oil paint. And the more playing I do with these brushes, the more I love them. They're fun!

#ArtMatters #AYearForArt #Procreate #ProcreateArt #DigitalArt #WomensArt #WomenArtists #ArtistsOnMastodon
A digital oil painting. Oranges…

Lotus

2023-01-12/13 day 213/214 of doing art every day for a year (mostly - I took sick days off).

This was another experiment, ie me having fun.

#ArtMatters #AYearForArt #Procreate #ProcreateArt #DigitalArt #WomensArt #WomenArtists #ArtistsOnMastodon
A pink lotus in front, green le…

Debug neural network layers without changing your code!

pip install surgeon-pytorch

Inspect layers, debug, and even train separately with this tool to make your machine learning life easier!

#machinelearning #datascience #python #deeplearning #kaggle #career #tech

Looks as if the #StableDiffusion image generation on the #Swift side of the fence for #macOS has been progressing faster than I thought 🙂

It feels as if it’s been barely any time since I last took a look but there are a lot more #CoreML StableDiffusion models out there now and a lot more GUIs too. I took a look at a few, combined features from a few, added my own features too and came up with something which lets me maintain my image gallery and to generate new images too.

Given that on my 32GB M1 MBP it takes about 13 seconds to generate an image at 20 steps (except for the first time) it is pretty fast too. At least, fast enough for my needs 🙂

So it looks as if I’m back to messing with StableDiffusion on Swift rather than #Python, at least for the time being …
Showing a GUI for StableDiffusi…

Yellow-bellied Marmot, A.K.A. Rock Chuck, letting loose a mighty roar that reverberated against the granite of Donner Pass. Who am I kidding, it was the cutest little echoing ‘squeak’… #Photography #WildlifePhotography

i forgot that i actually have another tongue out tuesday!

#birds