Deep Learning WS 20/21

Browse all posts in the Deep Learning WS 20/21 category.

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12FEB 2021
Deep Learning WS 20/21
Watch now: Deep Learning: Known Operator Learning – Part 4 (WS 20/21)
This video introduces the topic of Deep Learning by showing several well-This is the final video of the class in which we present more applications of known operator learning. Furthermore, the video also contains my personal interpretation of where the field is heading and what kind of research will follow next. Watch on:FAU TVFAU TV […]
Read more about Watch now: Deep Learning: Known Operator Learning – Part 4 (WS 20/21)
11FEB 2021
Deep Learning WS 20/21
Watch now: Deep Learning: Known Operator Learning – Part 3 (WS 20/21)
In this video, we show how known operator learning can be applied to computed tomography. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Known Operator Learning – Part 3 (WS 20/21)
10FEB 2021
Deep Learning WS 20/21
Watch now: Deep Learning: Known Operator Learning – Part 2 (WS 20/21)
In this video, we show the theoretical foundations of known operator learning and how to derive maximal error bounds. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Known Operator Learning – Part 2 (WS 20/21)
09FEB 2021
Deep Learning WS 20/21
Watch now: Deep Learning: Known Operator Learning – Part 1 (WS 20/21)
In this video, we ask ourselves whether we can find means to make deep learning a little safer, e.g. for medical applications. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Known Operator Learning – Part 1 (WS 20/21)
08FEB 2021
Deep Learning WS 20/21
Watch now: Deep Learning: Graph Deep Learning – Part 2 (WS 20/21)
In this video, we demonstrate how to go from spectral to spatial domain in graphs. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Graph Deep Learning – Part 2 (WS 20/21)
05FEB 2021
Deep Learning WS 20/21
Watch now: Deep Learning: Graph Deep Learning – Part 1 (WS 20/21)
In this video, we introduce spectral representations of graphs. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Graph Deep Learning – Part 1 (WS 20/21)