"TetCNN: Convolutional Neural Networks on Tetrahedral Meshes. (arXiv:2302.03830v1 [cs.CV])" — A novel interpretable graph Convolutional Neural Network (CNN) framework for tetrahedral mesh structures, inspired by ChebyNet.

Paper: http://arxiv.org/abs/2302.03830

#AI #CV #NewPaper #DeepLearning #MachineLearning

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TetCNN architecture for the cla…

"How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control. (arXiv:2302.03791v1 [stat.ML])" — A focus on image-to-image regression tasks to arrive at a generalization of the Risk-Controlling Prediction Sets (RCPS) procedure, which allows to provide: i) entrywise calibrated intervals for future samples of any diffusion model, ii) control a certain notion of risk with respect to a ground truth image with minimal mean interval length.

Paper: http://arxiv.org/abs/2302.03791

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Example images

Colorful sculpted flowers (?) on the ceiling of the Bellagio Hotel & Casino in 2019 #LasVegas #art #photography

"Understanding Why ViT Trains Badly on Small Datasets: An Intuitive Perspective. (arXiv:2302.03751v1 [cs.CV])" — A visual intuition to help understand why ViT has a significantly lower evaluation accuracy when trained on small datasets when compared to ResNet-18 with a similar number of parameters.

Paper: http://arxiv.org/abs/2302.03751
Code: https://github.com/BoyuanJackChen/Visualize-Transformer-ResNet18

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Visualization for ViT on CIFAR-…

"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

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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

@RandallHawes @AngelaPreston Neither did I till I mentioned here that I had no access to the tech news sources that I used to use all the time on Twitter and that was about the only thing I missed from there. Then somebody pointed me to it and now I’m a very happy camper since I can get all my tech news right in my Fedi client 😛

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.

@davemark @TheChrisPaduan Yep, I think that’s why I like the big screen too … these old eyes can’t handle small screens any longer 😛

@RandallHawes @AngelaPreston I discovered a couple of days ago that I can follow particular Twitter accounts right here from the Fediverse using ActivityPub and this site:

https://bird.makeup/

Has been a game changer for me since now I can follow tech and news sites directly here and not wonder if I’m missing out on something important 🙂

@davemark I enjoyed it, but never got to finish it. I forget why though … I think we were moving countries a lot at that point and then my wife started playing it as well and we were both playing on one Switch and I just stopped — or something 🙂

Do you play just in hand-held mode? Or do you play on the TV? I think I finish more games on TV than in handheld mode and that might have had something to do with things when it came to “Breath of the Wild” …

@TheChrisPaduan

@davemark I’m torn … to buy the game, I’d have to buy a new Switch since we left our old one in Canada when we moved the last time. But it’s a new Zelda game … Plus, “Diablo IV” will be coming out soon after that … Do I have time to play two games? I don’t know …

#DevilsAdvocate

@TheChrisPaduan

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

@trode Have fun and if you wanna talk about any of this stuff, I’m always around — I don’t like larger communities and so don’t frequent Discord etc. but do miss the shop-talk 😛

At the moment the one I like the most out of the web clients is InvokeAI but there are a lot of nice web clients around. Apparently there’s also a bunch of native macOS clients but they seem to be not so well-known, at least in the circles where I read stuff …