Videos

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Data Driven Governing Equations Approximation Using Deep Neural Networks

Presenter
  • Dongbin Xiu
January 29, 2019
ICERM
Optimization Methods for Large Scale Distributed Deep Learning Thumbnail

Optimization Methods for Large Scale Distributed Deep Learning

Presenter
  • Rio Yokota
September 28, 2018
IPAM
On Expressiveness and Optimization in Deep Learning Thumbnail

On Expressiveness and Optimization in Deep Learning

Presenter
  • Nadav Cohen
April 2, 2018
IAS
On Computational Hardness with Graph Neural Networks Thumbnail

On Computational Hardness with Graph Neural Networks

Presenter
  • Joan Bruna
February 7, 2018
IPAM
Sparse Modeling in Image Processing and Deep Learning Thumbnail

Sparse Modeling in Image Processing and Deep Learning

Presenter
  • Michael Elad
February 6, 2018
IPAM
Toward natural language semantics in learned representations Thumbnail

Toward natural language semantics in learned representations

Presenter
  • Sam Bowman
February 5, 2018
IPAM
A PDE Approach to Regularization in Deep Learning Thumbnail

A PDE Approach to Regularization in Deep Learning

Presenter
  • Adam Oberman
August 30, 2017
IPAM
Utilizing full waveform inversion from shallow to deep Thumbnail

Utilizing full waveform inversion from shallow to deep

Presenter
  • Denis Vigh
May 1, 2017
IPAM
When Attention Meets Big Data and Deep Learning Thumbnail

When Attention Meets Big Data and Deep Learning

Presenter
  • Catherine Zhao
February 3, 2017
IMA
Quantum Chemistry Energy Regression with Deep Scattering Networks Thumbnail

Quantum Chemistry Energy Regression with Deep Scattering Networks

Presenter
  • Stéphane Mallat
February 25, 2015
IPAM
Back to the 60s: Kernel Methods to Deep Neural Networks in Remote Sensing Data Processing Thumbnail

Back to the 60s: Kernel Methods to Deep Neural Networks in Remote Sensing Data Processing

Presenter
  • Gustavo Camps-Valls
September 25, 2013
IMA

On the Therapeutic Mechanisms of Deep Brain Stimulation for Parkinson's Disease: Annihilation or Restoration?

Presenter
  • Sridevi Sarma
February 5, 2013
MBI