11 – Graph Convolutional Networks (GCNs)
YouTube Viewers YouTube Viewers
38.1K subscribers
8,408 views
0

 Published On Jun 29, 2021

Course website: http://bit.ly/DLSP21-web
Playlist: http://bit.ly/DLSP21-YouTube
Speaker: Alfredo Canziani

Chapters
00:00 – Welcome to class
00:20 – Recap from lecture 10 → Graph Transformer Networks (GTNs)
02:50 – Today plan: tensors/representations living on vertices and edges
03:20 – Self-learning resources with Xavier Bresson and Jure Leskovec
04:42 – Graph Convolutional Networks (GCNs)
23:38 – Connection with Convolutional Nets (CNNs) on grids
26:36 – Residual gated GCNs
37:26 – Domain sparsity note
38:27 – PyTorch implementation using Deep Graph Library (DGL)
56:44 – And that was it!

show more

Share/Embed