Gradient and Optimisation-based Methods 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...

Great achievement by Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas Maier, Vincent Christlein! Their paper "The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs" received the Honorable Mention Best Student Paper Award by the 14th IAPR Workshop on Docume...

Direct Visualization Methods 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 au...

Confounders & Adversarial Attacks 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...

Architecture & Training Visualization 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 tech...

Sequence Generation 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 automatical...

It's a great pleasure to announce that Christian Jaremenko passed his doctoral defense successfully on July 30th 2020! Therefore, we take this opportunity to congratulate him to his outstanding presentation on Determination of Sheet Metal Forming Limits using Machine Learning and his many con...

Seyed Mohammad Jafari received his master’s degree in Communication Multimedia Engineering (CME) from Electrical Engineering Department at Friedrich-Alexander-Universität Erlangen-Nürnberg. He joined the Pattern Recognition Lab in June 2020 as a Ph.D. candidate under the supervision of Prof. Andreas...

Gated Recurrent Units 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 automatic...

A Tribute to Schmidhuber - LSTMs 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 largel...