Jason McEweninTowards Data ScienceDifferentiable and Accelerated Spherical Harmonic TransformsIn JAX and PyTorch7 min read·Mar 14, 2024--1--1

Jason McEwenTowards Generative Geometric AIGenerative AI for 360° panoramic images5 min read·Apr 19, 2023----

Jason McEweninTowards Data ScienceHybrid Discrete-Continuous Geometric Deep LearningScalable and equivariant spherical CNNs by DISCO convolutions7 min read·Mar 15, 2023----

Jason McEweninTowards Data ScienceGeometric Deep Learning on GroupsContinuous vs discrete approaches on the sphere6 min read·Mar 6, 2023----

Jason McEweninTowards Data ScienceScaling Spherical Deep Learning to High-Resolution Input DataScattering networks on the sphere for scalable and rotationally equivariant spherical CNNs8 min read·Sep 28, 2022----

Jason McEweninTowards Data ScienceDemocratizing Geometric AI for 360° Spherical DataUnlocking AI for 360° spherical data4 min read·Jul 27, 2022----

Jason McEweninTowards Data ScienceA Brief Introduction to Geometric Deep LearningAI for complex data8 min read·Jul 25, 2022--2--2

Jason McEweninTowards Data ScienceWalkable 360° VideoGeometric AI allows you to step inside 360° VR photos and videos3 min read·May 16, 2022----

Jason McEweninTowards Data ScienceLearnt Harmonic Mean Estimator for Bayesian Model SelectionMachine learning assisted computation of the marginal likelihood9 min read·May 13, 2022----

Jason McEweninTowards Data ScienceEfficient Generalized Spherical CNNsHybrid rotationally equivariant spherical CNNs10 min read·May 3, 2022----