Videos

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Optimization for Robust Deep Learning

Presenter
  • M. Pawan Kumar
May 1, 2019
ICERM
Deep Geometric Prior for Surface Reconstruction Thumbnail

Deep Geometric Prior for Surface Reconstruction

Presenter
  • Joan Bruna
April 4, 2019
IPAM

Deep learning computational microscopy

Presenter
  • Lei Tian
March 22, 2019
ICERM

Learning Spatial Common Sense with Geometry-Aware Deep Networks

Presenter
  • Katerina Fragkiadaki
February 22, 2019
ICERM

Gradient descent aligns the layers of deep linear networks

Presenter
  • Matus Telgarsky
February 21, 2019
ICERM

Mad Max - Affine Spline Insights into Deep Learning

Presenter
  • Richard Baraniuk
February 20, 2019
ICERM

Mathematics of Deep Learning

Presenter
  • Rene Vidal
February 19, 2019
ICERM

Analyzing Optimization in Deep Learning via Trajectories

Presenter
  • Nadav Cohen
February 19, 2019
ICERM

Learning to Optimize Multigrid PDE Solvers

Presenter
  • Ronen Basri
February 18, 2019
ICERM
Deep learning for universal linear embeddings of nonlinear dynamics Thumbnail

Deep learning for universal linear embeddings of nonlinear dynamics

Presenter
  • J. Nathan Kutz
February 14, 2019
IPAM

Deep Neural Networks for Data-Driven Turbulence Models

Presenter
  • Andrea Beck
January 30, 2019
ICERM

Deep Neural Networks and Partial Differential Equations - Approximation Theory and Structural Properties

Presenter
  • Philipp Petersen
January 29, 2019
ICERM