Equivariant Neural Networks

Episode #6 | Erik Bekkers & David KniggeПодробнее

Episode #6 | Erik Bekkers & David Knigge

Equivariant Self-Supervision: Exploiting Inductive Biases of Capsule Networks: Aiden DurrantПодробнее

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The role of data embedding in equivariant quantum convolutional neural networksПодробнее

The role of data embedding in equivariant quantum convolutional neural networks

Evgenii Egorov (UvA) — An Equivariant Neural Decoder for Quantum Error CorrectionПодробнее

Evgenii Egorov (UvA) — An Equivariant Neural Decoder for Quantum Error Correction

Tzu-Yuan (Justin) Lin: PhD DefenseПодробнее

Tzu-Yuan (Justin) Lin: PhD Defense

Interpretable Rotation Equivariant Quaternion Neural Networks for 3D Point Cloud ProcessingПодробнее

Interpretable Rotation Equivariant Quaternion Neural Networks for 3D Point Cloud Processing

Learning Equivariant Non-Local Electron Density Functionals | Nicholas GaoПодробнее

Learning Equivariant Non-Local Electron Density Functionals | Nicholas Gao

Optimal Equivariant Architectures from the Symmetries of Matrix Element Likelihoods #particlephysicsПодробнее

Optimal Equivariant Architectures from the Symmetries of Matrix Element Likelihoods #particlephysics

Episode #4 | Robin Walters & Dian WangПодробнее

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Fall 2024 GRASP on Robotics: Tess Smidt, Massachusetts Institute of TechnologyПодробнее

Fall 2024 GRASP on Robotics: Tess Smidt, Massachusetts Institute of Technology

"Pushing the Limits of Equivariant Neural Networks", Robin WaltersПодробнее

'Pushing the Limits of Equivariant Neural Networks', Robin Walters

Equivariant, safe and sensitive — graph networks for new physicsПодробнее

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ECCV-2024-Oral-Pre-Video: Equivariant SE(3) Graph Network Model for Sparse Point Cloud RegistrationПодробнее

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Melanie Weber | Data and Model Geometry in Deep LearningПодробнее

Melanie Weber | Data and Model Geometry in Deep Learning

Learning Lagrangian Fluid Mechanics with E3 Equivariant Graph Neural NetworksПодробнее

Learning Lagrangian Fluid Mechanics with E3 Equivariant Graph Neural Networks

SE3 equivariant hemodynamic field estimation in 3D artery models via graph neural networksПодробнее

SE3 equivariant hemodynamic field estimation in 3D artery models via graph neural networks

SL(2, Z)-Equivariant Machine Learning with Modular Forms Theory and ApplicationsПодробнее

SL(2, Z)-Equivariant Machine Learning with Modular Forms Theory and Applications

Functional Properties of PDE based Group Equivariant Convolutional Neural NetworksПодробнее

Functional Properties of PDE based Group Equivariant Convolutional Neural Networks

Daniel Tubbenhauer: Equivariant neural networks and representation theoryПодробнее

Daniel Tubbenhauer: Equivariant neural networks and representation theory

E($3$) Equivariant Graph Neural Networks for Particle-Based Fluid Mechanics - ArXiv:2304Подробнее

E($3$) Equivariant Graph Neural Networks for Particle-Based Fluid Mechanics - ArXiv:2304

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