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38 Results
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Workshop
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REMuS-GNN: A Rotation-Equivariant Model for Simulating Continuum Dynamics Mario Lino Valencia · Stathi Fotiadis · Anil Bharath · Chris Cantwell |
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Poster
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Mon 10:30 |
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Yan Zhang · David Zhang · Simon Lacoste-Julien · Gertjan J Burghouts · Cees G Snoek |
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Workshop
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SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks Christopher Morris · Gaurav Rattan · Sandra Kiefer · Siamak Ravanbakhsh |
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Spotlight
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Mon 10:30 |
-Equivariant Reinforcement Learning Dian Wang · Robin Walters · Robert Platt |
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Poster
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Tue 10:30 |
Learning 3D Representations of Molecular Chirality with Invariance to Bond Rotations Keir Adams · Lagnajit Pattanaik · Connor Coley |
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Poster
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Tue 2:30 |
Top-N: Equivariant Set and Graph Generation without Exchangeability Clément Vignac · Pascal Frossard |
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Poster
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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 |
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Poster
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Tue 2:30 |
Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs Jason McEwen · Christopher Wallis · Augustine Mavor-Parker |
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Poster
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Mon 18:30 |
Equivariant Transformers for Neural Network based Molecular Potentials Philipp Thölke · Gianni De Fabritiis |
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Poster
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Mon 2:30 |
Steerable Partial Differential Operators for Equivariant Neural Networks Erik Jenner · Maurice Weiler |
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Poster
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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 |
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Poster
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Tue 18:30 |
Equivariant Graph Mechanics Networks with Constraints Wenbing Huang · Jiaqi Han · Yu Rong · Tingyang Xu · Fuchun Sun · Junzhou Huang |