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Search All 2021 Events
33 Results
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Spotlight
Tue 12:30
Mind the Pad -- CNNs Can Develop Blind Spots
Bilal Alsallakh · Narine Kokhlikyan · Vivek Miglani · Jun Yuan · Orion Reblitz-Richardson
Spotlight
Tue 3:45
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
Pim De Haan · Maurice Weiler · Taco Cohen · Max Welling
Poster
Wed 1:00
Simple Spectral Graph Convolution
Hao Zhu · Piotr Koniusz
Poster
Tue 1:00
Hyperbolic Neural Networks++
Ryohei Shimizu · YUSUKE Mukuta · Tatsuya Harada
Poster
Tue 17:00
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
Zhiyuan Li · Yi Zhang · Sanjeev Arora
Poster
Wed 9:00
Orthogonalizing Convolutional Layers with the Cayley Transform
Asher Trockman · Zico Kolter
Poster
Wed 9:00
More or Less: When and How to Build Convolutional Neural Network Ensembles
Abdul Wasay · Stratos Idreos
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
Poster
Mon 1:00
Isometric Transformation Invariant and Equivariant Graph Convolutional Networks
Masanobu Horie · Naoki Morita · Toshiaki Hishinuma · Yu Ihara · Naoto Mitsume
Poster
Mon 9:00
Trajectory Prediction using Equivariant Continuous Convolution
Robin Walters · Jinxi Li · Rose Yu
Poster
Mon 1:00
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences
Hehe Fan · Xin Yu · Yuhang Ding · Yi Yang · Mohan Kankanhalli
Spotlight
Tue 19:25
Orthogonalizing Convolutional Layers with the Cayley Transform
Asher Trockman · Zico Kolter
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