Videos

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Deep Generative models and Inverse Problems Thumbnail

Deep Generative models and Inverse Problems

Presenter
  • Alexandros Dimakis
April 23, 2020
IAS

Understanding and mitigating gradient flow pathologies in physics-informed neural networks

Presenter
  • Paris Perdikaris
April 21, 2020
ICERM
Deep equilibrium models via monotone operators Thumbnail

Deep equilibrium models via monotone operators

Presenter
  • Zico Kolter
April 16, 2020
IAS
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS
Understanding Deep Neural Networks: From Generalization to Interpretability Thumbnail

Understanding Deep Neural Networks: From Generalization to Interpretability

Presenter
  • Gitta Kutyniok
March 5, 2020
IAS
Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry Thumbnail

Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry

Presenter
  • Daniel Durstewitz
February 18, 2020
IPAM
Deep learning and shape modelling for medical image reconstruction, segmentation and analysis Thumbnail

Deep learning and shape modelling for medical image reconstruction, segmentation and analysis

Presenter
  • Daniel Rueckert
January 31, 2020
IPAM
Deep Learning for Medical Image Registration Thumbnail

Deep Learning for Medical Image Registration

Presenter
  • Marc Niethammer
January 31, 2020
IPAM
Deep learning for cardiovascular image analysis Thumbnail

Deep learning for cardiovascular image analysis

Presenter
  • Ivana Isgum
January 29, 2020
IPAM
Deep Learning and Modeling: Taking the Best out of Both Worlds Thumbnail

Deep Learning and Modeling: Taking the Best out of Both Worlds

Presenter
  • Gitta Kutyniok
January 28, 2020
IPAM
Deep learning for anomaly detection: expanding our marker vocabulary Thumbnail

Deep learning for anomaly detection: expanding our marker vocabulary

Presenter
  • Georg Langs
January 28, 2020
IPAM
Deep Learning-based MR Image Reconstruction and Contrast Conversion Thumbnail

Deep Learning-based MR Image Reconstruction and Contrast Conversion

Presenter
  • Dosik Hwang
January 28, 2020
IPAM