Spotlight

Tue 3:45

Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
Pim De Haan · Maurice Weiler · Taco Cohen · Max Welling

Poster

Tue 17:00

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

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

Tue 1:00

Group Equivariant Stand-Alone Self-Attention For Vision
David W. Romero · Jean-Baptiste Cordonnier

Poster

Tue 1:00

Group Equivariant Conditional Neural Processes
Makoto Kawano · Wataru Kumagai · Akiyoshi Sannai · Yusuke Iwasawa · Yutaka Matsuo

Poster

Mon 9:00

On the Universality of Rotation Equivariant Point Cloud Networks
Nadav Dym · Haggai Maron

Poster

Thu 17:00

Group Equivariant Generative Adversarial Networks
Neel Dey · Antong Chen · Soheil Ghafurian

Spotlight

Tue 3:35

Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge

Poster

Mon 17:00

Incorporating Symmetry into Deep Dynamics Models for Improved Generalization
Rui Wang · Robin Walters · Rose Yu

Poster

Tue 9:00

Meta-learning Symmetries by Reparameterization
Allan Zhou · Tom Knowles · Chelsea Finn

Poster

Wed 1:00

Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge