"Efficient Attention via Control Variates. (arXiv:2302.04542v1 [cs.LG])" — A look at control variates to show that Random-Feature-based Attention (RFA) can be decomposed into a sum of multiple control variate estimators for each element in the sequence.

Paper: http://arxiv.org/abs/2302.04542

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Left and middle: empirical memo…

"Feature Likelihood Score: Evaluating Generalization of Generative Models Using Samples. (arXiv:2302.04440v1 [cs.LG])" — A parametric sample-based score that uses density estimation to quantitatively measure the quality/diversity of generated samples of deep generative models while taking overfitting into account.

Paper: http://arxiv.org/abs/2302.04440
Code: https://github.com/marcojira/fls

#AI #CV #NewPaper #DeepLearning #MachineLearning

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FLS for a generative model that…

"Q-Diffusion: Quantizing Diffusion Models. (arXiv:2302.04304v1 [cs.CV])" — A solution to the slowness in diffusion models to generate images by compressing the noise estimation network to accelerate the generation process using post-training quantization (PTQ).

Paper: http://arxiv.org/abs/2302.04304

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Stable Diffusion 512 ×512 text-…

A total of 66 papers in the cs.CV category on arXiv.org today — 51 new, 15 updated.

More papers to read … yay? 😛

#AI #CV #NewPapers #DeepLearning #MachineLearning

I’ve been having a lot of health problems recently which make it difficult to do development work, on both client or personal apps. My last client who provided occasional work has just dropped me. I can’t really take on any big client work due to my health. I am screwed unless I can sell a lot more of my own apps. Can you help me? And boost this thread?

I will reply to this post with links to some of my apps that I think some people might find useful. iOS developers should love some of them.

Welp, I got hit by yesterday's layoffs at Gusto. This was a bummer, because the app my wee team was working on was really starting to come together, and the people there are all super nice.

However, I'm gonna be fine in the end. If you are hiring for Staff-level iOS, hit me up, especially for things involving GraphQL and SwiftUI. Remote only, but I'm available immediately.

#SwiftUI so easy to do the easy things, but so much harder to do even moderately non-standard stuff 😛

Grid views only allow single selection and single deletion, if you wanted to do multiple selection and multiple deletion, have to jump through a lot more hoops and suddenly, the whole “you just update the data and the UI will update by itself” thing no longer works ….

Ah, the joys of coding 😃

#Swift #Coding #macOS

Thought I’d put the new #ChatGPT plugin through its paces (I’m not linking to it, given the results, I think I’d be doing everybody a disservice linking to it …) and installed it. The very first Google query I had was for something coding related that I was stuck on …

The ChatGPT answer? Looks convincing but total BS 😛

PSA: Kids, do not rely on ChatGPT and always verify the info you receive from strangers (and ChatGPT or its ilk).

#MisinformationEngine #ChatGPT #Search
If you're using a `LazyVGrid` i…

#Sunset from work

Petals
#Photography #Peonies #Flowers #Pink #CreativePhotography

It feels a bit ghoulish to jump in on another server's closure but for those who need a new home now that mastodon.lol is shutting down, we still have plenty of room to grow on retro.pizza! We're a queer-run (but not queer-only) nerd culture instance with a small but healthy community and an admin who is very old and calloused by the Transformers Fandom Message Board Wars of the '00s.

(Was recommended some hashtags! #MastoMigrate #MastodonLOL )

@davemark Me too 😃

@davemark I thought that the “Fast & the Furious” franchise would be in there, but I guess that doesn’t have as much of a global appeal maybe? And it’s interesting that half of the six are super-heroes … Are we all just kids who never grew up? 😛

Obviously.
https://patreon.com/lowqualityfacts

If you’re a user of a Debian-based Linux distro, and you’re in the mood to help test a new Briefcase feature, I’d appreciate the help. I’ve put together a draft of a deb packaging backend, and I need feedback on whether it works, and/or meets end-user expectations for Debian/Ubuntu/etc users. https://github.com/beeware/briefcase/pull/1081

Help! Moving our lab (@SuffolkLITLab) to Mastodon was a bet on #LawFedi. Now I need to show the university that it wasn't a mistake.

If you're into #LegalTech or know folks who are, please boost!!! Our annual conference is back: #LITCon2023 (4/3/23)

Focus: Collaboration at Scale

Conference site: https://suffolklitlab.org/LITCon/2023

Get notification when registration opens: https://forms.gle/WwG2H6DeZn4e1oah6

Pitch an idea for a rapid-fire talk: https://forms.gle/A2Hhq4rjpVHqcWb57

In honor of Throwback Thursday, here's my first ever pumpkin vine showing off one of its first blossoms. We weren't even serious (at first) about growing pumpkins that year! I dropped three seeds into an unprepared spot and kind of toed some dirt over them. They all sprouted and we got several pumpkins. #Gardening #ThrowbackThursday

Smart.
https://patreon.com/lowqualityfacts

I saw a meme on tumblr earlier that said the best response to “Can you explain this gap in your resume” is “No I signed an NDA”

#LifeHack

@myqkaplan @adnan You can come to me for Greek/Roman mythology facts (or fiction) anytime 😛