From Spectral to Spatial Domain 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...

Spectral Convolutions 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...

Contrastive Losses 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 automaticall...

Aleksandra Thamm received her Master’s degree in Electronic and Mechatronic Systems and specialized her study in Automation Technology at Technische Hochschule in Nuremberg. She joined the Pattern Recognition Lab in August 2020 as a Ph.D. student under the supervision of Prof. Andreas Maier. Her Ph...

Self-Supervised Labels 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...

From 2-D to 3-D Annotations 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 aut...

From Class to Pixels 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 automatica...

Instance Segmentation 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...

It is a great pleasure to announce that ten selected presentations of the Pattern Recognition Symposium Summer 2020 will also be available as YouTube Videos: Chang Liu - Robustness Investigations on Deep Learning CTFaezeh Nejati Hatamian - The Effect of Data Augmentation for ECG Signal Classifi...

Single Shot Detectors 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...