Workshop

SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks
Christopher Morris · Gaurav Rattan · Sandra Kiefer · Siamak Ravanbakhsh

Poster

Mon 10:30

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation
Yan Zhang · David Zhang · Simon Lacoste-Julien · Gertjan J Burghouts · Cees G Snoek

Workshop

REMuS-GNN: A Rotation-Equivariant Model for Simulating Continuum Dynamics
Mario Lino Valencia · Stathi Fotiadis · Anil Bharath · Chris Cantwell

Poster

Mon 10:30

$\mathrm{SO}(2)$-Equivariant Reinforcement Learning
Dian Wang · Robin Walters · Robert Platt

Poster

Tue 10:30

Learning 3D Representations of Molecular Chirality with Invariance to Bond Rotations
Keir Adams · Lagnajit Pattanaik · Connor Coley

Poster

Tue 2:30

Top-N: Equivariant Set and Graph Generation without Exchangeability
Clément Vignac · Pascal Frossard

Poster

Thu 10:30

Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?
Matthew Farrell · Blake Bordelon · Shubhendu Trivedi · Cengiz Pehlevan

Poster

Tue 2:30

Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs
Jason McEwen · Christopher Wallis · Augustine Mavor-Parker

Poster

Mon 18:30

Equivariant Transformers for Neural Network based Molecular Potentials
Philipp Thölke · Gianni De Fabritiis

Poster

Mon 2:30

Steerable Partial Differential Operators for Equivariant Neural Networks
Erik Jenner · Maurice Weiler

Poster

Thu 10:30

Geometric and Physical Quantities improve E(3) Equivariant Message Passing
Johannes Brandstetter · Rob Hesselink · Elise van der Pol · Erik Bekkers · Max Welling

Poster

Tue 18:30

Equivariant Graph Mechanics Networks with Constraints
Wenbing Huang · Jiaqi Han · Yu Rong · Tingyang Xu · Fuchun Sun · Junzhou Huang