Author: Andreas Maier

Daniel Stromer, Vincent Christlein, Christine Martindale, Patrick Zippert, Eric Haltenberger, Tino Hausotte & Andreas Maier Severely damaged historical documents are extremely fragile. In many cases, their secrets remain concealed beneath their cover. Recently, non-invasive digitization appr...

How can Networks actually be trained? 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 l...

Why do we need Deep Learning? 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 a...

Exercise Details & Outlook 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 ...

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 l...

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 lea...

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 automati...

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 th...

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 techniq...

Authors: Jessica Diehm, Robert Hermann, Tobias Pertlwieser, Wei-Cheng, Weilin Fu, Florian Kordon, Andreas Maier Description With the rise of deep learning , we see a dramatic need for curated and annotated medical image data. In particular, in volumetric images, such annotations are extremely...