Guest speaker in Karltalk event 2019 (Unconventional event of TEDX event). Presentation about AI and Machine learning

1. Life,
In The Eyes Of The
Computer
Ali B. Karimi
HSKA – Karlsruhe
Dec. 16th 2019

3. “You know nothing of future time,” pronounced Deep Thought, “and
yet in my teeming circuitry I can navigate infinite delta streams of
future probability and see that there must one day come a computer
whose merest operational parameters I am not worthy to calculate,
but it will be my eventual fate to design.”

4. • Using marketing analytics, target got to know a teenage
girl was pregnant before her own father did!
• Credit card companies can predict a divorce two years
before it happens with 98% accuracy.

8. None!

9. ThisPersonDoesNotExist.com

13. Generative Adversarial Networks
(GAN’s)

15. GAN’s basic structure

18. Source: poloclub.github.io

20. Source: Synthetic Iris Presentation Attack using iDCGAN paper

21. Source: Synthetic Iris Presentation Attack using iDCGAN paper

22. Source: Synthetic Iris Presentation Attack using iDCGAN paper

23. Thank you!

24. • Goodfellow, Ian, Pouget-Abadie, Jean, Mirza, Mehdi, Xu, Bing,
Warde-Farley, David, Ozair, Sherjil, Courville, Aaron, and Bengio, Yoshua.
Generative adversarial nets. In Advances in neural information processing
systems, pp. 2672–2680, 2014.
• https://towardsdatascience.com
• selimaksan – iStock.com
• Mirza, Mehdi and Osindero, Simon. Conditional generative adversarial
nets. arXiv preprint arXiv:1411.1784, 2014.
• https://www.ictandhealth.com
• Radford, Alec, Metz, Luke, and Chintala, Soumith. Unsupervised
representation learning with deep convolutional generative adversarial
networks. arXiv preprint arXiv:1511.06434, 2015.

25. Warum nicht einfach
ausschalten?!