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28NOV 2020
Lecture Notes in Pattern Recognition
Lecture Notes in Pattern Recognition: Episode 6 – Logistic Function Example
These are the lecture notes for FAU’s YouTube Lecture “Pattern Recognition“. 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 automatically and only minor manual modifications were performed. Try it yourself! If you […]
Read more about Lecture Notes in Pattern Recognition: Episode 6 – Logistic Function Example
28NOV 2020
Lecture Notes in Pattern Recognition
Lecture Notes in Pattern Recognition: Episode 5 – The Logistic Function
These are the lecture notes for FAU’s YouTube Lecture “Pattern Recognition“. 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 automatically and only minor manual modifications were performed. Try it yourself! If you […]
Read more about Lecture Notes in Pattern Recognition: Episode 5 – The Logistic Function
27NOV 2020
News
Invited Talk “GAN for Medical Image Reconstruction” – Prof. Dr. Jong Chul Ye – Korean Advanced Institute of Science and Technology – Dec 4th 2020, 8:30 AM
It’s great pleasure to welcome Prof. Dr. Jong Chul Ye from KAIST for a presentation to our lab! Title: GAN for Medical Image ReconstructionDate: Dec 4th 2020, 8:30 AMLocation: https://fau.zoom.us/j/95654127882?pwd=WmtFRXVsYS9wR1ViQ1lCVmZYUStHdz09 Abstract: Although deep neural networks have been widely studied for medical imaging applications, most of them are supervised learning framework that requires matched label data. […]It’s great pleasure to welcome Prof. Dr. Jong Chul Ye from KAIST for a presentation to our lab! Title: GAN for Medical Image ReconstructionDate: Dec 4th 2020, 8:30 AMLocation: https://fau.zoom.us/j/95654127882?pwd=WmtFRXVsYS9wR1ViQ1lCVmZYUStHdz09 Abstract: Although deep neural networks have been widely studied for medical imaging applications, most of them are supervised learning framework that requires matched label data. […]
Read more about Invited Talk “GAN for Medical Image Reconstruction” – Prof. Dr. Jong Chul Ye – Korean Advanced Institute of Science and Technology – Dec 4th 2020, 8:30 AM
27NOV 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Regularization – Part 4 (WS 20/21)
This video discusses initialization techniques and transfer learning. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Regularization – Part 4 (WS 20/21)
26NOV 2020
Pattern Recognition WS 20/21
Watch now: Pattern Recognition: Episode 16 – Regularized Regression (WS 20/21)
In this video, we introduce basic concepts on how to regularize regression using L2 and L1 norms. Watch on:FAU TVYouTube
Read more about Watch now: Pattern Recognition: Episode 16 – Regularized Regression (WS 20/21)
26NOV 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Regularization – Part 3 (WS 20/21)
This video discusses normalization such as batch normalization and self normalizing units and explains the concepts of drop-out and drop-connect Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Regularization – Part 3 (WS 20/21)