Jason McEweninTowards Data ScienceDifferentiable and Accelerated Spherical Harmonic TransformsIn JAX and PyTorchMar 141Mar 141
Jason McEwenTowards Generative Geometric AIGenerative AI for 360° panoramic imagesApr 19, 2023Apr 19, 2023
Jason McEweninTowards Data ScienceHybrid Discrete-Continuous Geometric Deep LearningScalable and equivariant spherical CNNs by DISCO convolutionsMar 15, 2023Mar 15, 2023
Jason McEweninTowards Data ScienceGeometric Deep Learning on GroupsContinuous vs discrete approaches on the sphereMar 6, 2023Mar 6, 2023
Jason McEweninTowards Data ScienceScaling Spherical Deep Learning to High-Resolution Input DataScattering networks on the sphere for scalable and rotationally equivariant spherical CNNsSep 28, 2022Sep 28, 2022
Jason McEweninTowards Data ScienceDemocratizing Geometric AI for 360° Spherical DataUnlocking AI for 360° spherical dataJul 27, 2022Jul 27, 2022
Jason McEweninTowards Data ScienceA Brief Introduction to Geometric Deep LearningAI for complex dataJul 25, 20222Jul 25, 20222
Jason McEweninTowards Data ScienceWalkable 360° VideoGeometric AI allows you to step inside 360° VR photos and videosMay 16, 2022May 16, 2022
Jason McEweninTowards Data ScienceLearnt Harmonic Mean Estimator for Bayesian Model SelectionMachine learning assisted computation of the marginal likelihoodMay 13, 2022May 13, 2022
Jason McEweninTowards Data ScienceEfficient Generalized Spherical CNNsHybrid rotationally equivariant spherical CNNsMay 3, 2022May 3, 2022
