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Search All 2022 Events
38 Results
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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
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