Efficient Generalized Spherical CNNs

Efficient Generalized Spherical CNNs

9 October 2020

Augustine N. Mavor-Parker

Augustin Marignier

Matthew Alexander Price

Mayeul dÁvezac

Jason D. McEwen

Papers citing "Efficient Generalized Spherical CNNs"

9 / 9 papers shown

Title
Improving Equivariant Model Training via Constraint Relaxation Stefanos Pertigkiozoglou Evangelos Chatzipantazis Shubhendu Trivedi Kostas Daniilidis 39 4 0 23 Aug 2024
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning Augustine N. Mavor-Parker Matthew J. Sargent Caswell Barry Lewis D. Griffin Clare Lyle 37 2 0 09 Jul 2024
Differentiable and accelerated spherical harmonic and Wigner transforms Matthew Alexander Price Jason D. McEwen 26 6 0 24 Nov 2023
HEAL-SWIN: A Vision Transformer On The Sphere Oscar Carlsson Jan E. Gerken H. Linander Heiner Spiess F. Ohlsson Christoffer Petersson Daniel Persson ViT MedIm 29 6 0 14 Jul 2023
Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications Gianfranco Cortés Yue Yu R. Chen Melissa S. Armstrong David E Vaillancourt B. Vemuri 26 1 0 26 May 2023
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI Tianyuan Yao N. Newlin Praitayini Kanakaraj V. Nath L. Cai Karthik Ramadass K. Schilling Bennett A. Landman Yuankai Huo 18 3 0 29 Mar 2023
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation? Tobias Goodwin-Allcock Jason D. McEwen Robert J. Gray P. Nachev Hui Zhang DiffM MedIm 17 9 0 01 Jul 2022
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces Yinshuang Xu Jiahui Lei Edgar Dobriban Kostas Daniilidis 23 19 0 16 Jun 2022
Equivariant Networks for Pixelized Spheres Mehran Shakerinava Siamak Ravanbakhsh 3DPC 23 19 0 12 Jun 2021