Data Science by ODS.ai ๐Ÿฆœ
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First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former. To reach editors contact: @malev
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โ€‹โ€‹Recovering person appereance from personโ€™s speech

As the result of the research, much resembling facial image of a person reconstructed from short audio recording of that person speaking.

ArXiV: https://arxiv.org/pdf/1905.09773v1.pdf

#speech #audiolearning #CV #DL #face
๐Ÿ‡ฎ๐Ÿ‡นIf by any chance you are in Venice for week or two and would like to meet and talk about Data Science and have some caffe normale, pm @malev.
MetroTwitter - What Twitter reveals about the differences between cities and the monoculture of the Bay Area

Researcher collected 96K bios + 180M tweets from Twitters users in 13 major cities and visualized the differences between these cities:

- How people describe themselves
- What they talk about
- Popular emojis
- Most unique city

Code and data are open-sourced.

Website: https://huyenchip.com/2019/05/28/metrotwitter.html
GitHub: https://github.com/chiphuyen/MetroTwitter

#openresearch
โ€‹โ€‹AI Portraits - how AI sees you

Winner of the art contest. Blend of the art and technology.

Link: https://museaward.com/winners/6/972/2471

#face #dl #cv
Microsoft quietly deleted largest public face recognition data set

This dataset was used for many projects. If you have available and want to preserve it with the respect to the initial copyrights, pm @malev.

Link: https://www.ft.com/content/7d3e0d6a-87a0-11e9-a028-86cea8523dc2
โ€‹โ€‹Stanford researchers develop artificial intelligence tool to help detect brain aneurysms

Neural net for brain aneurysms detection

Link: https://news.stanford.edu/2019/06/07/ai-tool-helps-radiologists-detect-brain-aneurysms/

#CV #DL #healthcare #AI
Moscow ML Trainings telegram channel!

ML Trainings are based on Kaggle and other platform competitions and are held regularly with free attendance and a live stream. Winners and top performing participants discuss competition tasks, share their solutions, and results.

Join to watch videos from past ML Trainings and stay informed about new ones.

* Note: Now most of the videos are in Russian, but soon we English language / subtitle videos will be added, stay tuned and join channel.

Link: @mltrainings
Machine Learning for Everyone.

The best general intro post about Machine Learning, covering everything you need to know not to get overxcited about SkyNet and to get general understanding of all #ML / #AI hype. You can surely save this post into ยซSaved messagesยป and forward it to your friends to make them familiar with the subject

Link: https://vas3k.com/blog/machine_learning/

#entrylevel #novice #general
ODS breakfast in Paris! See you this Saturday at 10:30 at Malongo Cafรฉ, 50 Rue Saint-Andrรฉ des Arts.
You are kindly welcome to submit any news / content you would like to share through the bot, whose message been forwarded above. If you want to increase probability of content being posted, please do follow the structure we use in our channel, providing title, short description and hashtags for the post.
โ€‹โ€‹A Theory of Fermat Paths for Non-Line-of-Sight Shape Reconstruction

This paper receive best paper award at #CVPR2019.
Main idea: seeing around the corner at non-line-of-sight (NLOS) objects by using Fermat paths, which is a new theory of how NLOS photons follow specific geometric paths.

Link: http://imaging.cs.cmu.edu/fermat_paths/assets/cvpr2019.pdf
โ€‹โ€‹Accelerating MRI reconstruction via active acquisition

Researchers from #Facebook AI propose a new approach to MRI reconstruction that restores a high fidelity image from partially observed measurements in less time and with fewer errors.

Link: https://ai.facebook.com/blog/accelerating-mri-reconstruction/
Paper link: https://research.fb.com/publications/reducing-uncertainty-in-undersampled-mri-reconstruction-with-active-acquisition/

#CV #DL #CVPR2019 #healthcare #MRI #biolearning
Ranking Items With Star Ratings and How Not To Sort By Average Rating

Two absolute must read articles for proper sorting handling. Sorting items with just an average score is wrong and there is some good classic statistics explanation why.

Link: https://www.evanmiller.org/ranking-items-with-star-ratings.html
Link2: https://www.evanmiller.org/how-not-to-sort-by-average-rating.html

#Statistics #rating #scoring #ranking