Andreas Maier

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04JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Introduction – Part 4
A short course in Pattern Recognition These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual […]
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03JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Introduction – Part 3
Limitations of Deep Learning and Future Directions These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor […]
Read more about Lecture Notes in Deep Learning: Introduction – Part 3
02JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Introduction – Part 2
Highlights at FAU These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. […]
Read more about Lecture Notes in Deep Learning: Introduction – Part 2
01JUL 2020
News
Deep Learning Lecture Notes Summer 2020
It’s a great pleasure to announce that our Lecture Notes in Deep Learning created a lot of positive feedback. They are to large degrees automatically generated. Yet, we just got the news that a new column “FAU Lecture Notes” was established in Towards Data Science, a Medium publication with more than 400.000 subscribers. As we […]
Read more about Deep Learning Lecture Notes Summer 2020
01JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Introduction – Part 1
Motivation & High Profile Applications These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications […]
Read more about Lecture Notes in Deep Learning: Introduction – Part 1
29JUN 2020
Research Demo Videos
ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images – Game Teaser Video
Authors: Jessica Diehm, Robert Hermann, Tobias Pertlwieser, Wei-Cheng, Weilin Fu, Florian Kordon, Andreas Maier Description With the rise of deep learning [1], we see a dramatic need for curated and annotated medical image data. In particular, in volumetric images, such annotations are extremely costly, as each slice has to be outlined individually to generate ground […]
Read more about ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images – Game Teaser Video