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Search All 2021 Events
Results
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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
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