This is a machine-learning-focused Podcast, where we interview people in the field of Artificial Intelligence and discuss interesting technical topics of Machine Learning. In the episodes, we focus on business-related use-cases (especially with Deep Learning ) and we also try to bring some technical white papers to the ground, not forgetting on the way that there are always some people behind the technology, so we try to understand their motivation and drive.
http://mlcafe.libsyn.com/website
episode 1: Progressively Growing GANs & Style GANs with Alexandr Honchar - 001
In this episode, we talked about the idea behind GANs in general and two special types of GANs: Progressively Growing GANs and Style GANs.
LinkedIn URL of Alexandr Honchar:
https://www.linkedin.com/in/alexandr-honchar-4423b962/
Companies where Alex works:
http://neurons-lab.com/
http://mawi.band/
Facebook:
https://www.facebook.com/rachnogstyle
Blog about ECG pipeline:
https://medium.com/mawi-band/towards-ai-based-only-biosignal-analysis-pipeline-39e6e31244a6
Progressively Growing GANs:
https://www.youtube.com/watch?v=G06dEcZ-QTg
https://arxiv.org/abs/1710.10196
StyleGAN:
https://arxiv.org/abs/1812.04948
https://machinelearningmastery.com/introduction-to-style-generative-adversarial-network-stylegan/
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Music is from https://filmmusic.io , intro first part is by Miklos Toth and some free garage band loops. :) intro second part: "Aces High" by Kevin MacLeod, outro "Acid Trumpet" by Kevin MacLeod (https://incompetech.com), License: CC BY (http://creativecommons.org/licenses/by/4.0/)