|
Poster
|
Wed 9:00
|
Orthogonalizing Convolutional Layers with the Cayley Transform
Asher Trockman · Zico Kolter
|
|
|
Spotlight
|
Tue 19:25
|
Orthogonalizing Convolutional Layers with the Cayley Transform
Asher Trockman · Zico Kolter
|
|
|
Poster
|
Tue 1:00
|
AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models
Ke Sun · Zhanxing Zhu · Zhouchen Lin
|
|
|
Poster
|
Wed 1:00
|
Simple Spectral Graph Convolution
Hao Zhu · Piotr Koniusz
|
|
|
Poster
|
Wed 17:00
|
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao · Raquel Urtasun · Richard Zemel
|
|
|
Poster
|
Mon 1:00
|
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences
Hehe Fan · Xin Yu · Yuhang Ding · Yi Yang · Mohan Kankanhalli
|
|
|
Poster
|
Wed 9:00
|
More or Less: When and How to Build Convolutional Neural Network Ensembles
Abdul Wasay · Stratos Idreos
|
|
|
Poster
|
Wed 9:00
|
Probabilistic Numeric Convolutional Neural Networks
Marc Finzi · Roberto Bondesan · Max Welling
|
|
|
Oral
|
Thu 11:45
|
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
Zhiyuan Li · Yi Zhang · Sanjeev Arora
|
|
|
Poster
|
Thu 17:00
|
CT-Net: Channel Tensorization Network for Video Classification
Kunchang Li · xianhang li · Yali Wang · Jun Wang · Yu Qiao
|
|
|
Poster
|
Tue 17:00
|
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
Zhiyuan Li · Yi Zhang · Sanjeev Arora
|
|
|
Poster
|
Mon 9:00
|
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms
Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci
|
|
