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Matthias Bethge proslijedio/la je Tweet
Our new adversarial attack published @ NeurIPS 2019 is now available for Foolbox and CleverHans! The attack is SOTA in L0, L1, L2 & Linf, needs close to no hyperparameter tuning & is less susceptible to some types of gradient masking. Blog post @ https://medium.com/@wielandbr/accurate-reliable-and-fast-robustness-evaluation-4e2a5ab43521 …pic.twitter.com/JtSfGqjK58
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Matthias Bethge proslijedio/la je Tweet
Check out our work on modeling the mouse visual system with pretrained networks trained on static object recognition. We find that equivalent random networks are just as useful! Come by if you’ll be at
#NeurIPS2019. Colab of@sinzlab@AToliasLab@bethgelab@alxeckerhttps://twitter.com/neuroAIworkshop/status/1195097572563652608 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Great example for the spirit of
#ELLIS_EU breaking new ground for research excellence in Europe:@nuriaoliver is planning an outside-the-box AI unit to attract top machine learning researchers to Alicante: https://economia3.com/2019/11/12/232943-la-generalitat-solicita-para-alicante-un-centro-investigador-de-excelencia-en-ia/ …pic.twitter.com/bljpfZMxjT
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Bernhard Schölkopf receives big award for his pioneering work and impact in machine learning & AI and his efforts to help shaping the future in Europe (https://ellis.eu ).https://twitter.com/ETH/status/1172444511932272641 …
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Matthias Bethge proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Matthias Bethge proslijedio/la je Tweet
We developed gradient-based versions (L0, L1, L2 & Linf) of our Boundary adversarial attack that (1) resist gradient-masking, (2) perform better & are more query-efficient than SOTA (e.g. PGD or C&W) and (3) require virtually no hyperparameter tuning: https://arxiv.org/abs/1907.01003
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Matthias Bethge proslijedio/la je Tweet

We are hiring! 
We are searching for a Lead Machine Learning Engineer. You will co-lead our #ML-team and work together with our tech and business team to conceptualize, develop and refine#ML use-cases, models and stand-alone products. Apply at: http://www.layer7.ai/en/careersHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Scary to watch politicians of democratic countries betraying democracyhttps://twitter.com/SZ/status/1129427335927746561 …
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Matthias Bethge proslijedio/la je Tweet
We are hiring! Layer7 AI is looking for (Lead) ML Engineers and Interns who like to leverage promising datasets to either identify, train & implement customized AI models for our clients or to build standalone scalable AI products. Check out our openings: https://buff.ly/2CHHl6n pic.twitter.com/knNj3rLD6G
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Matthias Bethge proslijedio/la je Tweet
1/6 Deep classifiers seem to be extremely invariant to *task-relevant* changes. We can change the content of any ImageNet image, without changing model predictions over the 1000 classes at all. Blog post @ https://medium.com/@j.jacobsen/deep-classifiers-ignore-almost-everything-they-see-and-how-we-may-be-able-to-fix-it-a6888012516f …. with
@JensBehrmann Rich Zemel@MatthiasBethgePrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Spontaneous
#bethgelab reunion dinner at#NeurIPS2018 in Montreal. I had a really nice time seeing my great coworkers again.pic.twitter.com/ngXmMwKrL0
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Machine Learning scientists founded the ELLIS society today at
#NeurIPS and#G7 in Montreal. Industry, science organizations and top#AI researchers in the field are#supportingELLIS. Full story: https://ellis.eu/ellis_announcement.pdf … and German press: https://www.faz.net/aktuell/wirtschaft/kuenstliche-intelligenz/ki-ellis-ist-ein-spitzen-verbund-fuer-maschinelles-lernen-15928048.html …pic.twitter.com/wBWJkwnsFU
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Matthias Bethge proslijedio/la je Tweet
#DeepLabCut 2.0 is released! Python package, GUIs, new user guide, use@GoogleColab GPUs if you don't have your own -> new examples, including#3D cheetah hunting!
Massive congrats to the team: @meet10may,@TrackingPlumes,@MatthiasBethge@mwmathislab! https://www.biorxiv.org/content/early/2018/11/24/476531 …pic.twitter.com/9KlwRJHNrB
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Great results, looking forward to the workshop!https://twitter.com/wielandbr/status/1061032596681957377 …
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Rocket business in the Cyber Valley...https://twitter.com/layer7ai/status/1039175716640890880 …
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Matthias Bethge proslijedio/la je Tweet
Panel discussion on the
#ELLIS initiative w/@thomaskipf@wellingmax@zeyneppic.twitter.com/qBSfvKKKYC
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Matthias Bethge proslijedio/la je Tweet
Do you have an idea on how to attack neural network models using only a small number of queries? Or do you have an idea on how to defend against adversarial attacks? Join our NIPS 2018 Adversarial Vision Challenge! https://www.crowdai.org/organizers/bethgelab/challenges/nips-2018-adversarial-vision-challenge-robust-model-track ….pic.twitter.com/okiqHkEC5F
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Selective attention is ubiquitous in human vision but plays hardly any role in computer vision yet. "Cluttered omniglot"---a one-shot segmentation task in clutter---could be a minimalistic but surprisingly challenging benchmark that may reveal the usefulness of attention.https://twitter.com/bethgelab/status/981171513566019585 …
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Is your network less easily fooled than others? Here is a great opportunity to show it...https://twitter.com/bethgelab/status/987367297307291650 …
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