Author: Andreas Maier

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...

Seven common mistakes that break your machine learning experiments' credibility Written by Andreas Maier Machine learning is a great tool that is revolutionizing our world right now. There are lots of great applications in which machine and in particular deep learning has shown to be way supe...

The German Research Council (DFG) funds our Project Grant "Deep Animal Linguistic Analysis (DALA) - Decoding Animal Communication using Bioacoustics and Machine Learning"! In total, FAU will receive 260.000 EUR for 24 months in the first project phase. The total project volume is 400.000 EUR. ...

Give Known Operators a try! Written by Andreas Maier. I am sure that all of you love Deep Learning. A major issue is though that most cool Deep Learning solutions require vast amounts of data. It easily goes into millions of training examples. I particular, if you work in medical image proces...

It is a great pleasure to announce that colleagues at the Pattern Recognition Lab won several awards on this year's virtual Bildverarbeitung für die Medizin 2020 conference: Best Scientific Paper 1st Place: Alexander Preuhs Deep Autofocus with Cone-Beam CT Consistency ConstraintPRS Video Best...