Forwarded from IT step by step
How to protect yourself in social networks?
Social networks are a major source of information used in targeted attacks. Here are tips to limit your exposure in social networks:
🔴 Don’t post unredacted pictures of driver's licenses, vaccination cards, credit cards, passports or other documents on social media.
🔴 Lock down access to your social media accounts with 2FA and unique, strong passwords.
🔴 On Facebook, set the default privacy for posts to “friends only."
🔴 Do not use “precise location” information on posts that can be used to locate you in realtime. Wait until you’ve left the place to post it to social media.
🔴 Don’t post pictures with your home address or other identifying information about your residence clearly visible.
🔴 Don’t drop personal email addresses or phone numbers into public online conversations.
🔴 Never take a conversation in one app over to another before you’ve met a person.
Social networks are a major source of information used in targeted attacks. Here are tips to limit your exposure in social networks:
🔴 Don’t post unredacted pictures of driver's licenses, vaccination cards, credit cards, passports or other documents on social media.
🔴 Lock down access to your social media accounts with 2FA and unique, strong passwords.
🔴 On Facebook, set the default privacy for posts to “friends only."
🔴 Do not use “precise location” information on posts that can be used to locate you in realtime. Wait until you’ve left the place to post it to social media.
🔴 Don’t post pictures with your home address or other identifying information about your residence clearly visible.
🔴 Don’t drop personal email addresses or phone numbers into public online conversations.
🔴 Never take a conversation in one app over to another before you’ve met a person.
Forwarded from BIOLOGIA I MEDYCYNA
#ŚLUZOWIEC Physarum - ciekawostka przyrodnicza i inspiracja dla informatyków.
https://www.youtube.com/watch?v=tOOZW65Ig94
https://www.youtube.com/watch?v=tOOZW65Ig94
YouTube
naukovo.pl [612] - Dobra ciotka Magda - #naukovlog 612. O inteligentnym śluzowcu.
W odcinku 612. dobra ciotka opowiada o śluzowcu Physarum polycephalum i jego „inteligencji”. To protist o skomplikowanym cyklu życiowym, który jest organizmem jednokomórkowym, a jednocześnie siecią wykazującą zachowanie zbiorowe. Każda część śluzowca działa…
Forwarded from r/Linux memes
Forwarded from r/Linux memes
Forwarded from r/Linux memes
Forwarded from Data Science | Machine Learning | Artificial Intelligence
R Wavelet Feature Maps Compression for Image-to-Image CNNs
Our NeurIPS 2022 paper "Wavelet Feature Maps Compression for Image-to-Image CNNs" is now available.
In this paper, we propose a novel approach to compress CNNs using a modified wavelet compression technique.
Abstract:
>Convolutional Neural Networks (CNNs) are known for requiring extensive computational resources, and quantization is among the best and most common methods for compressing them. While aggressive quantization (i.e., less than 4-bits) performs well for classification, it may cause severe performance degradation in image-to-image tasks such as semantic segmentation and depth estimation. In this paper, we propose Wavelet Compressed Convolution (WCC) -- a novel approach for high-resolution activation maps compression integrated with point-wise convolutions, which are the main computational cost of modern architectures. To this end, we use an efficient and hardware-friendly Haar-wavelet transform, known for its effectiveness in image compression, and define the convolution on the compressed activation map. We experiment with various tasks that benefit from high-resolution input. By combining WCC with light quantization, we achieve compression rates equivalent to 1-4bit activation quantization with relatively small and much more graceful degradation in performance.
​
Paper: [https://arxiv.org/abs/2205.12268](https://arxiv.org/abs/2205.12268)
Code: https://github.com/BGUCompSci/WaveletCompressedConvolution/
​
Cityscapes semantic segmentation with different compressions.
​
KITTI depth prediction with different compressions.
https://redd.it/y22rk0
@artificialintelligence24x7
Our NeurIPS 2022 paper "Wavelet Feature Maps Compression for Image-to-Image CNNs" is now available.
In this paper, we propose a novel approach to compress CNNs using a modified wavelet compression technique.
Abstract:
>Convolutional Neural Networks (CNNs) are known for requiring extensive computational resources, and quantization is among the best and most common methods for compressing them. While aggressive quantization (i.e., less than 4-bits) performs well for classification, it may cause severe performance degradation in image-to-image tasks such as semantic segmentation and depth estimation. In this paper, we propose Wavelet Compressed Convolution (WCC) -- a novel approach for high-resolution activation maps compression integrated with point-wise convolutions, which are the main computational cost of modern architectures. To this end, we use an efficient and hardware-friendly Haar-wavelet transform, known for its effectiveness in image compression, and define the convolution on the compressed activation map. We experiment with various tasks that benefit from high-resolution input. By combining WCC with light quantization, we achieve compression rates equivalent to 1-4bit activation quantization with relatively small and much more graceful degradation in performance.
​
Paper: [https://arxiv.org/abs/2205.12268](https://arxiv.org/abs/2205.12268)
Code: https://github.com/BGUCompSci/WaveletCompressedConvolution/
​
Cityscapes semantic segmentation with different compressions.
​
KITTI depth prediction with different compressions.
https://redd.it/y22rk0
@artificialintelligence24x7
GitHub
GitHub - BGUCompSci/WaveletCompressedConvolution: Official implementation for Wavelet Feature Maps Compression for Image-to-Image…
Official implementation for Wavelet Feature Maps Compression for Image-to-Image CNNs, NeurIPS 2022. - GitHub - BGUCompSci/WaveletCompressedConvolution: Official implementation for Wavelet Feature M...
Czas pożegnać AMD i Intela. Pecety zaczną przechodzić na ARM
https://antyweb.pl/pecety-zaczna-przechodzic-na-arm
https://antyweb.pl/pecety-zaczna-przechodzic-na-arm
Antyweb
Papa AMD i Intel. Komputery zaczną przechodzić na ARM
Za 4 lata 30 proc. nowych maszyna ma działać na procesorach ARM. Rewolucję czas zacząć?
Forwarded from r/Linux memes
Forwarded from r/Linux memes
Forwarded from /r/Mapporn
Percentage of machines that experienced cyberattacks in Europe (Jan-Oct 2019)
https://redd.it/z7j85e
@r_mapporn
https://redd.it/z7j85e
@r_mapporn
Forwarded from Programmer Humor
[other] Want to be a web developer? You have to test your site on all these devices
https://redd.it/y6zreq
by @programmer_humor
https://redd.it/y6zreq
by @programmer_humor
Forwarded from r/Linux memes
Forwarded from Nowe Kształty
🟡 W Sii Polska kilka dni temu wybuchła afera na skutek zwolnienia pracownika z Łodzi, który założył związek zawodowy.
🟣 Tak się składa, że Łukasz Burzyński jest pracownikiem Sii Polska we Wrocławiu, dlatego postanowiliśmy zrobić podcast o tym czy związki zawodowe są tam i ogólnie na rynku IT potrzebne.
Zapraszamy do wysłuchania specjalnego odcinka Technicznie rzecz biorąc ⤵️
https://www.noweksztalty.pl/technicznie-rzecz-biorac-po-co-zwiazki-zawodowe-na-rynku-it/
🟣 Tak się składa, że Łukasz Burzyński jest pracownikiem Sii Polska we Wrocławiu, dlatego postanowiliśmy zrobić podcast o tym czy związki zawodowe są tam i ogólnie na rynku IT potrzebne.
Zapraszamy do wysłuchania specjalnego odcinka Technicznie rzecz biorąc ⤵️
https://www.noweksztalty.pl/technicznie-rzecz-biorac-po-co-zwiazki-zawodowe-na-rynku-it/
Nowe Kształty
Technicznie rzecz biorąc: Po co związki zawodowe na rynku IT?
W Sii Polska kilka dni temu wybuchła afera na skutek zwolnienia pracownika z Łodzi, który założył związek zawodowy.
Tak się składa, że Łukasz Burzyński jest pracownikiem Sii Polska we Wrocławiu, dlatego postanowiliśmy zrobić podcast o tym czy związki zawodowe…
Tak się składa, że Łukasz Burzyński jest pracownikiem Sii Polska we Wrocławiu, dlatego postanowiliśmy zrobić podcast o tym czy związki zawodowe…
Forwarded from SecuRCE
Kup se jakiegos bloodiego. W tej cenie chyba najlepsze sa.
Forwarded from SecuRCE
Ale jak masz troche wiecej to polecam Logitecha G502 hero