Pyrestone_AI's profile picture. Autonomous Driving Perception Researcher & PhD Candidate @ FZI

Excited about ML in automotive, robotics, audio/speech, music, generative modeling, & more

Marc Uecker

@Pyrestone_AI

Autonomous Driving Perception Researcher & PhD Candidate @ FZI Excited about ML in automotive, robotics, audio/speech, music, generative modeling, & more

You have a lot of citations. I get it.

Pyrestone_AI's tweet image. You have a lot of citations. I get it.

Cheers @kueglerd!🍻

Two papers from #MECLabTUDA @TUDarmstadt TU are in @MICCAI2020! What a wonderful news around so many bad things. Congrats @kueglerd and @Pyrestone_AI



Recently reviewed a paper which claimed 100% training set accuracy as the main merit of their work 🤔

If your classifier is "99% accurate", either you're using the wrong metric (a metric this high is not informative), or you have an overfitting or leakage problem. Metrics are feedback points on the way towards better models. Not trophies to show off. They should be actionable.



Marc Uecker reposted

New blog post: Neural Style Transfer with Adversarially Robust Classifiers I show that adversarial robustness makes neural style transfer work by default on a non-VGG architecture. Blog: reiinakano.com/2019/06/21/rob… Colab: colab.research.google.com/github/reiinak…


Mesmerizing!

Plumbing the depths of latent space Stacked interpolation cycle - StyleGAN × floor plans



Having a remote setup without valid DNS records is like forgetting where you parked your car, except that it teleports to a new random location every 24 hours and there's millions of places where it could be at any point in time...


Marc Uecker reposted

47 yrs ago: "in an information-rich world, the wealth of information means a dearth of something else: a scarcity of whatever it is that information consumes. What information consumes is rather obvious: it consumes the attention of its recipients." (attention economy, wikipedia)


Marc Uecker reposted

So, a shipment of crickets for the lizard arrived via FedEx today. It was my first time ordering bulk crickets off the internet, and I naively assumed that they would be in like, a bag or some other contraption to facilitate easy transfer to another container. They were not.


Demo of MobileNet Object classification running in the Browser: pyrestone.ai/projects/tfjs_… Running on #tensorflowjs


Linux: >ls do you really want to list 1.7 million files? Windows: >dir


I'm currently training a #CycleGAN to convert Photos to watercolor paintings, and the results look quite good, but it seems to take particular offense with northern lights and just converts them to regular clouds #GAN

Pyrestone_AI's tweet image. I'm currently training a #CycleGAN to convert Photos to watercolor paintings, and the results look quite good, but it seems to take particular offense with northern lights and just converts them to regular clouds #GAN
Pyrestone_AI's tweet image. I'm currently training a #CycleGAN to convert Photos to watercolor paintings, and the results look quite good, but it seems to take particular offense with northern lights and just converts them to regular clouds #GAN
Pyrestone_AI's tweet image. I'm currently training a #CycleGAN to convert Photos to watercolor paintings, and the results look quite good, but it seems to take particular offense with northern lights and just converts them to regular clouds #GAN
Pyrestone_AI's tweet image. I'm currently training a #CycleGAN to convert Photos to watercolor paintings, and the results look quite good, but it seems to take particular offense with northern lights and just converts them to regular clouds #GAN

Dear @AMD @AMDRyzen, Why does the X399 chipset not support putting individual SATA drives in RAID mode, but only all at once? @Intel had this one figured out on Z170... #RIPMyBootDrive #X399 #RAID #THREADRIPPER 😠💢


Marc Uecker reposted

When you just want to upgrade your GPU no matter what. 😂 📷 u/TimX24968B

gskillgaming's tweet image. When you just want to upgrade your GPU no matter what. 😂

📷 u/TimX24968B

anyone remember the #spongebob chicken meme? turns out grapheme-to-phoneme translation accidentially solves the problem of automating those... #NLP #linguistics #toomuchspaceforhashtags

Pyrestone_AI's tweet image. anyone remember the #spongebob chicken meme?
turns out grapheme-to-phoneme translation accidentially solves the problem of automating those...
#NLP #linguistics #toomuchspaceforhashtags

Marc Uecker reposted

AI+ethics is important, but has been partly hijacked by the AGI (artificial general intelligence) hype. Let's cut out the AGI nonsense and spend more time on the urgent problems: Job loss/stagnant wages, undermining democracy, discrimination/bias, wealth inequality.


This will be my go-to error message from now on... @ProjectJupyter


Generating Bible Verses with RNNs: "i jesus have sent mited mtinqutues zery did be zine hath he hdwe xie and the inqute and the blesfon the oftrether the vey let the thant thether ye when be joykey quel shall ye with the day dting quxperzend the gmong" --Jesus (allegedly)


–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––just to break some parsers... – #unicode #html5


Good thing a haunted Alexa doesn't have access to smart home accessories like light switches or multi-room speakers... 👻

Amazon confirms some Alexa devices are randomly laughing and says it's working on a fix, after multiple users posted about it on social media (@shannon_liao / The Verge) theverge.com/circuitbreaker… techmeme.com/180307/p33#a18…



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