Videos

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Bounding and Counting Linear Regions of Deep Neural Networks Thumbnail

Bounding and Counting Linear Regions of Deep Neural Networks

Presenter
  • Thiago Serra
May 23, 2019
IPAM
From classical statistics to modern machine learning Thumbnail

From classical statistics to modern machine learning

Presenter
  • Mikhail Belkin
May 23, 2019
IPAM
Statistical Relational Learning with Graph Neural Networks Thumbnail

Statistical Relational Learning with Graph Neural Networks

Presenter
  • Mathias Niepert
May 22, 2019
IPAM
Deep Generative Models for Graphs: Methods & Applications Thumbnail

Deep Generative Models for Graphs: Methods & Applications

Presenter
  • Jure Leskovec
May 22, 2019
IPAM
Unsupervised Learning with Graph Neural Networks Thumbnail

Unsupervised Learning with Graph Neural Networks

Presenter
  • Thomas Kipf
May 22, 2019
IPAM
GMNN: Graph Markov Neural Networks Thumbnail

GMNN: Graph Markov Neural Networks

Presenter
  • Jian Tang
May 22, 2019
IPAM
Self-supervised learning for visual recognition Thumbnail

Self-supervised learning for visual recognition

Presenter
  • Hamed Pirsiavash
May 21, 2019
IPAM
Graph Convolutional Neural Networks for Molecule Generation and Travelling Salesman Problem Thumbnail

Graph Convolutional Neural Networks for Molecule Generation and Travelling Salesman Problem

Presenter
  • Xavier Bresson
May 21, 2019
IPAM
Theoretically Principled Trade-off between Robustness and Accuracy Thumbnail

Theoretically Principled Trade-off between Robustness and Accuracy

Presenter
  • Hongyang Zhang
May 21, 2019
IPAM
A theoretical look at adversarial examples: a perspective from high-dimensional geometry Thumbnail

A theoretical look at adversarial examples: a perspective from high-dimensional geometry

Presenter
  • Tom Goldstein
May 21, 2019
IPAM
Low Latency Deep Imaging Cytometry Thumbnail

Low Latency Deep Imaging Cytometry

Presenter
  • Bahram Jalali
May 20, 2019
IPAM
Semantic 3D reconstruction and localization Thumbnail

Semantic 3D reconstruction and localization

Presenter
  • Marc Pollefeys
May 20, 2019
IPAM