"Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models. (arXiv:2302.03900v1 [cs.CV])" — A neural pipeline for generating a coherent storybook from the plain text of a story by leveraging a combination of a pre-trained Large Language Model and a text-guided Latent Diffusion Model to generate coherent images.

Paper: http://arxiv.org/abs/2302.03900

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Zero-shot generation example of…

"Neural Artistic Style Transfer with Conditional Adversaria. (arXiv:2302.03875v1 [cs.CV])" — Two methods that step toward a style image independent neural style transfer model which could generate semantically accurate generated images for any content, style image input pair.

Paper: http://arxiv.org/abs/2302.03875
Code: https://github.com/nipdep/STGAN

#AI #CV #NewPaper #DeepLearning #MachineLearning

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The generated image (c), which …

"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

#AI #CV #NewPaper #DeepLearning #MachineLearning

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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

#AI #CV #NewPaper #DeepLearning #MachineLearning

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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

#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