"Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels. (arXiv:2302.10586v1 [cs.CV])" — A three-stage training strategy for conditional image generation and classification in semi-supervised learning.

Paper: http://arxiv.org/abs/2302.10586

#AI #CV #NewPaper #DeepLearning #MachineLearning

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An overview of DPT. First, a (s…

"A Comparative Analysis of CNN-Based Pretrained Models for the Detection and Prediction of Monkeypox. (arXiv:2302.10277v1 [cs.CV])" — Using Convolutional Neural Networks (CNN) to detect monkeypox since it's difficult to diagnose early due to its similarity to other diseases like chickenpox and measles.

Paper: http://arxiv.org/abs/2302.10277

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Chart showing confirmed monkeyp…

A total of 115 papers in the cs.CV category on arXiv.org today — 95 new, 20 updated.

Looks as if this week’s going to be lots of papers all the way? 🙂

#AI #CV #NewPapers #DeepLearning #MachineLearning

Lost about several hours messing around with CoreData yesterday trying to get the List filtering working for Tusker. I think this is why I prefer my own SQLite abstraction layer since then I know what the heck is going on ...

CoreData just gives cryptic error messages and while you’ll probably know what is going on if you work with CoreData all the time, for somebody who messes with it occasionally, it’s all a bit too much.

I was on the verge of adding my changes as JSON files since my changes wouldn’t have added a lot of data when I finally figured out what was going on with CoreData. Whew!

Now I need to actually implement the list filtering and we might be done?

#Swift #CoreData #Apple #FediLists

Open source maintainership is about to become a whole lot more annoying.

I've been trying out leonardo.ai with a bunch of new prompts since yesterday.

The following are the best results for: "Burning the cradle at both ends" ... and no "cradle" wasn't a typo, that was the prompt I wanted 😛

#AIArt #StableDiffusion #DeepLearning #MachineLearning #CV #AI
Prompt: “Burning the cradle at …
Prompt: “Burning the cradle at …
Prompt: “Burning the cradle at …
Prompt: “Burning the cradle at …

Boosted 5 papers in the cs.CV category out of a total of 91 new (or updated) papers on arXiv.org today.

The reading of the papers is done for today and off I go to do other things 🙂

#AI #CV #NewPapers #DeepLearning #MachineLearning

I’ve been talking about trying to create a smaller, quieter home timeline and yet be able to follow interesting accounts with a large number of posts/boosts. I tried unfollowing some of these accounts and putting them into a list and, as should have been obvious, it seemed to fail since you do need to be following the accounts.

And yet, my list kept showing new posts but not at the volume that I would have expected from the users I added to the list. And only posts from some users.

I was puzzled about this and was wondering what was going on. I think I might have an answer — it looks as if you don’t need to be following the user to get their posts *as long as you follow somebody else who follows that user*. If the user and you have nobody else in common, then you won’t see any of their posts in your list.

So still not the ideal outcome, but maybe a workaround (albeit one which can have privacy implications) in case you want to go that route, I guess?

I think I’ll simply go back to my original idea of implementing homeline filtering for list members. But that’ll take a bit longer given the stuff I’m working on at the moment 😞

#Mastodon #Fediverse #Lists #Filtering

"A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images. (arXiv:2302.09488v1 [cs.AI])" — Predicting suicide risk by evaluating non-verbal inputs such as social media images.

Paper: http://arxiv.org/abs/2302.09488

#AI #CV #NewPaper #DeepLearning #MachineLearning

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"Vulnerability analysis of captcha using Deep learning. (arXiv:2302.09389v1 [cs.CR])" — Using a Convolutional Neural Network (CNN) model to predict text-based CAPTCHAs to examine the flaws inherent in the system and to create more resilient CAPTCHAs.

Paper: http://arxiv.org/abs/2302.09389

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Examples of different alphanume…

"Exploring the Representation Manifolds of Stable Diffusion Through the Lens of Intrinsic Dimension. (arXiv:2302.09301v1 [cs.CL])" — An investigation into the basic geometric properties induced by prompts in Stable Diffusion and how this impact depends on the layer being considered.

Paper: http://arxiv.org/abs/2302.09301

#AI #CV #NewPaper #DeepLearning #MachineLearning

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The output of the model at the …

"Web Photo Source Identification based on Neural Enhanced Camera Fingerprint. (arXiv:2302.09228v1 [cs.CV])" — Using a neural network to identify sensor patterns in an effort to identify the source camera for images published on the web.

Paper: http://arxiv.org/abs/2302.09228
Code: https://github.com/PhotoNecf/PhotoNecf

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Three main stages of source ide…

"A Pilot Evaluation of ChatGPT and DALL-E 2 on Decision Making and Spatial Reasoning. (arXiv:2302.09068v1 [cs.AI])" — An evaluation of ChatGPT and DALL-E2 to assess the spatial reasoning and decision making abilities of each model.

Paper: http://arxiv.org/abs/2302.09068

#AI #CV #NewPaper #DeepLearning #MachineLearning

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DALL-E output for the prompts: …

A total of 91 papers in the cs.CV category on arXiv.org today — 47 new, 44 updated.

On with the reading?

#AI #CV #NewPapers #DeepLearning #MachineLearning

#Garden in Winter

How many native plants to plant? Consider:

Mass plantings better attract and serve pollinators, which are losing habitat where you live.
Pollinators are beautiful and calming to watch, which you need more of in your life.
The cheap seeds can be sown directly in the ground and pots for those unmotivated due to lack of experience with multicolored butterflies fluttering around.

Help yourself and the #environment. Plant a bunch.

More in alt text.

#Nature #Gardening #Flowers

Short #introduction post.

I work as a #data scientist / data science consultant mostly on natural language processing #nlproc and tabular data (though getting more into the #mlops space lately).

My passion is #running, primarily #trailrunning and #ultrarunning. Also a beginner in #mountaineering, #scifi reader and interested in all things #climate.

#datascience #machinelearning
#maths #mathematics #fieldhockey #python

#FotoMontag
#PhotoMonday
#Photography
#NaturePhotography
Pedraforca, #Spain

Aargh!!! Haven’t watched YouTube videos for a while but I think they actually make you even dumber now 😛

In the space of like 10 minutes, I saw two videos — the first tells me that servers are designed to run only one service at a time (e-mail, web server etc.) and you can’t really run more than one on one server and that you have to add more servers if you want other services …

Then I have somebody telling me that you don’t need to look at videos or follow courses but you can have ChatGPT teach you how to program! That it will go on the Internet and pull the information (this is absolutely false as far as I know …).

Sure, ChatGPT will teach you programming, but it’ll also put in a healthy amount of imagined commands whenever it feels like it and if you don’t know anything about programming, you would have no clue as to what you’re learning is accurate info or if it’s BS.

I think it’s time for me to retreat from the world …

#YouTube #Stupidity #RelianceOnAI #Misinformation

Is Ralf Little leaving “Death in Paradise”? Will we get our first female inspector on the show?

Haven’t done any checking online about these, but just random thoughts floating through my head after the latest “Death in Paradise” (hopefully, the above are not considered spoilers since they haven’t happened yet …) and seeing Ralf on “Would I Lie to You?” this week …

I think Ardal O’Hanlon appeared on “QI” or “Would I Lie to You?” after he stepped down as the inspector …. (as opposed to the Dr.) Is it just me who feels as if “Death in Paradise” is following “Dr. Who” a little bit too closely? 😛

#TV #DeathInParadise #Theories

It was a quicker run through than normal, but boosted 7 papers in the cs.CV category on arXiv.org that I found interesting out of a total of 94 new and updated papers today.

On to other stuff …

#AI #CV #NewPapers #DeepLearning #MachineLearning