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IsraelClouds AI/ML #1 - The Generative Revolution

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Carbyne

Alon Towers 2B 94 Yigal Alon 16th Floor

Tel Aviv-Yafo, Israel

Israel

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1st Session: Fake Anything: "The Art of Deep Learning"

The age of creative machines is afoot. I will review the recent state of the art applications of generative deep learning algorithms in image processing, language modeling, and media arts. I will also exhibit my digital artwork and perform live demos of the new generation of deep learning algorithms. I will also present my latest work, "The Art of Deep Learning", which is a collection of short videos and slides that demonstrate the power of deep learning. [text partly generated by a neural network]

2nd Session: Digital Forensics

It is harder than ever nowadays, to tell real media from fake. May it be text, audio, video or images.
Each type of media has it’s own forgery methods. And while faking texts is (still) mostly done in the old fashioned way, faking images and videos have taken a great leap forward.
Some of us even feel that we can’t tell what’s real and what is fake anymore. If two years ago, photoshop experts were the wizards of this field, new techniques allow amateurs to create more realistic fake media than ever.
In this lecture, we'll discuss some of these new techniques, but mostly about the "digital forensics" field, which has to reinvent itself to address the new threats.

Who can join us?

This session is for anyone who has basic or advanced knowledge in the field of machine learning and deep learning. The sessions are not technical!

Schedule:

18:15 - Gathering and mingling
18:45 - Welcoming
18:50 – Lecture #1: Fake Anything: "The Art of Deep Learning"
19:50 - Break
20:00 – Lecture #2: Digital Forensics
20:30 - Sayonara

About AI-BLOG:

AI-BLOG, is the first and leading Hebrew blog on machine learning, deep learning, data science, and AI.
AI-Blog Community is about people that help each other to become more professional. It’s the place to learn and to share algorithms, methods and papers summaries between members.

About the lecturer (Dr. Eyal Gruss):

Dr. Eyal Gruss is a machine learning researcher and consultant expertized in image and language processing. Eyal holds a PhD in physics and is a Talpiyot graduate. He is a mentor for Google Launchpad and gives lectures and workshops for both professionals and the general public. Eyal is also a new-media artist creating interactive installations and computer generated art. https://www.linkedin.com/in/eyalgruss

1st Session: Fake Anything: "The Art of Deep Learning"
The age of creative machines is afoot. I will review the recent state of the art applications of generative deep learning algorithms in image processing, language modeling, and media arts. I will also exhibit my digital artwork and perform live demos of the new generation of deep learning algorithms. I will also present my latest work, "The Art of Deep Learning", which is a collection of short videos and slides that demonstrate the power of deep learning. [text partly generated by a neural network]

2nd Session: Digital Forensics


It is harder than ever nowadays, to tell real media from fake. May it be text, audio, video or images.
Each type of media has it’s own forgery methods. And while faking texts is (still) mostly done in the old fashioned way, faking images and videos have taken a great leap forward.
Some of us even feel that we can’t tell what’s real and what is fake anymore. If two years ago, photoshop experts were the wizards of this field, new techniques allow amateurs to create more realistic fake media than ever.
In this lecture, we'll discuss some of these new techniques, but mostly about the "digital forensics" field, which has to reinvent itself to address the new threats.


About the host (Carbyne):


Carbyne is a global leader in the 911 public safety marketplace. We develop a cloud-based ecosystem that enables real-time emergency communication between citizens and 911 services worldwide. Our platform delivers live streaming video, advanced IP based communication, accurate dynamic locations (also indoors) and much more :) As a company, we see the enormous potential in harnessing technology to expedite responds time and drive to incident resolution as quickly as possible. Public Safety platforms that are able to effectively manage the growing number of data sources available to 911 agencies are making huge improvements in citizen safety. Carbyne views Artificial Intelligence and Automated Response Enhancement as critical to this technology evolution. AI and automation allow our solutions to analyze gigabytes of data in seconds and deliver the most important - often life-saving - information to call-takers, response teams and callers in real-time.


Gidi Shperber is the CEO of Shibumi.AI - An AI solution firm, which is deeply engaged in the fields of digital forensics.

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Date and Time

Location

Carbyne

Alon Towers 2B 94 Yigal Alon 16th Floor

Tel Aviv-Yafo, Israel

Israel

View Map

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