It is a great pleasure to announce this invited talk by Mauricio Reyes from the University Hospital of Bern. Title: Medical image analysis in the era of deep learning: from performance to challenging the alchemist withinDate: Nov 26th 2020, 11 AMLocation: https://fau.zoom.us/j/91041572053?pwd=Kz...

This video presents convolutional layers including the concepts of strided and dilated convolutions and how to compute their gradient. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

In this video, we look into some useful properties of discriminant analyses. Watch on:FAU TVYouTube

This video presents a variety of modern activation functions including the quest for finding new ones. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

In this video, we start introducing discriminant transforms and look at their basic concept. Watch on:FAU TVYouTube

This video presents the biological background of activation functions and the classical choices that were used for neural networks. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

In this video, we have a look at the naive Bayes classifier. Watch on:FAU TVYouTube

After her Master’s studies in Computer Science, Nora Gourmelon joined the Pattern Recognition Lab mid of November 2020 as a PhD candidate supervised by Prof. Andreas Maier. She will be working in the Emerging Field Initiative Project “Tapping the potential of Earth Observation”. Nora's research inte...

This video discusses details on optimization and different options in gradient descent procedure such as momentum and ADAM. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

It is a great pleasure to announce an invited talk by Ivana Isgum from the University of Amsterdam on her great research in the field of Machine Learning and Medical Imaging: Title: Deep learning for automatic detection of cardiovascular disease in CT and MR exams Prof. Dr. Ivana Išgum...