"Alphazzle: Jigsaw Puzzle Solver with Deep Monte-Carlo Tree Search. (arXiv:2302.00384v1 [cs.CV])" — A reassembly algorithm based on single-player Monte Carlo Tree Search (MCTS) which shows the importance of MCTS and the neural networks working together.

Paper: http://arxiv.org/abs/2302.00384

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Example of a jigsaw puzzle task…

"Detection of Tomato Ripening Stages using Yolov3-tiny. (arXiv:2302.00164v1 [cs.CV])" — A computer vision system to detect tomatoes at different ripening stages by using a neural network-based model for tomato classification and detection.

Paper: http://arxiv.org/abs/2302.00164

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Sample dataset images

"Real Estate Property Valuation using Self-Supervised Vision Transformers. (arXiv:2302.00117v1 [cs.CV])" — A new method for property valuation that utilizes self-supervised vision transformers and hedonic pricing models trained on real estate data to estimate the value of a given property.

Paper: http://arxiv.org/abs/2302.00117

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Some sample images from a repre…

"Debiasing Vision-Language Models via Biased Prompts. (arXiv:2302.00070v1 [cs.LG])" — A general approach for debiasing vision-language foundation models by projecting out biased directions in the text embedding by debiasing only the text embedding with a calibrated projection matrix to yield robust classifiers and fair generative models.

Paper: http://arxiv.org/abs/2302.00070
Code: https://github.com/chingyaoc/debias_vl

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Bias of Generative Models. The …

"NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. (arXiv:2302.00059v1 [cs.CV])" — A novel approach that uses differentiable NAS to improve the multilayer perceptron projector and predictor (encoder/predictor pair) architectures inside siamese-networks-based contrastive learning frameworks (e.g., SimCLR, SimSiam, and MoCo) while preserving the simplicity of previous baselines.

Paper: http://arxiv.org/abs/2302.00059

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Layout of the NASiam architectu…

A total of 76 papers in the cs.CV category on arXiv.org today — 50 new, 26 updated.

A bit slow in getting started today … But hopefully, can get through all of it 😅

#AI #CV #NewPapers #DeepLearning #MachineLearning

Hello all, in the freelance world, sometimes things get real slow and $$ is tight. Now is one of those times for me and family. If you can help with a few dollars, it would be much appreciated.

If not, NO WORRIES!

Thank you for continuing to be a source of inspiration with all of your creativity.

Thanks.

https://www.buymeacoffee.com/scottnorris

scottnorrisphotography.com

#artist #photography #giving #arts #ButMeACoffee

Two fully funded PhD scholarships available to both international and domestic candidates, in School of Engineering at the Australian National University. The projects relate to the design of ultra low-cost solar energy from photovoltaics applied to process heating applications, including integration with thermal energy storage. Please help us to find some top candidates!

First scholarship:
https://lnkd.in/gpn6YqhG

Second scholarship:
https://lnkd.in/gCUiTCTr

#phdposition #renewableenergy #solarenergy #thermalstorage #decarbonisation #decarbonization #ANU #canberra

#February 1, 1844
#OTD Eduard Strasburger, #Polish-#German #Professor & #Botanist, is born.

In 1882, he coined the terms “#Cytoplasm” and “#Nucleoplasm.”

Six years later, he was the first person to observe #Chromosomes, and he did it using the glorious #Fritillaria imperialis or the #Crown #Imperial #Lily.

What a gorgeous subject for such an important discovery!

#Science #Gardening #Garden #Gardener #GardenersofMastodon #Nature #Flowers #FunFact

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

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​