Poster

Tue 1:00

AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models
Ke Sun · Zhanxing Zhu · Zhouchen Lin

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

Poster

Tue 17:00

Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
Zhiyuan Li · Yi Zhang · Sanjeev Arora

Oral

Thu 11:45

Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
Zhiyuan Li · Yi Zhang · Sanjeev Arora

Poster

Wed 17:00

A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao · Raquel Urtasun · Richard Zemel

Poster

Tue 1:00

Hyperbolic Neural Networks++
Ryohei Shimizu · YUSUKE Mukuta · Tatsuya Harada

Poster

Tue 1:00

Lossless Compression of Structured Convolutional Models via Lifting
Gustav Sourek · Filip Zelezny · Ondrej Kuzelka

Poster

Tue 17:00

CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment
Manas Sahni · Shreya Varshini · Alind Khare · Alexey Tumanov

Poster

Mon 9:00

LambdaNetworks: Modeling long-range Interactions without Attention
Irwan Bello

Poster

Tue 17:00

Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
Chin-Wei Huang · Tian Qi Chen · Christos Tsirigotis · Aaron Courville