Jul 14, 2023 · We introduce the HEAL-SWIN transformer, which combines the highly uniform Hierarchical Equal Area iso-Latitude Pixelation (HEALPix) grid used in astrophysics ...
Our HEAL-SWIN model uses the nested structure of the HEALPix grid to lift the windowed self-attention of the SWIN model onto the sphere. vision and autonomous ...
This repository contains the reference implementation of the HEAL-SWIN model 1 for semantic segmentation of high-dimensional spherical images.
The SWIN-transformer is a computationally efficient vision transformer which attends to windows that are shifted from layer to layer, enabling a global ...
Our HEAL-SWIN model uses the nested structure of the HEALPix grid to lift the windowed self-attention of the SWIN model onto the sphere. vision and autonomous ...
We introduce the HEAL-SWIN transformer, which combines the highly uniform Hierarchical Equal Area iso-Latitude Pixelation (HEALPix) grid used in astrophysics ...
On this dataset, we train a HEAL-SWIN classifier consisting of 10 transformer layers fol- lowed by three fully-connected layers resulting in a model with about ...
We introduce the HEAL-SWIN transformer, which combines the highly uniform Hierarchi-cal Equal Area iso-Latitude Pixelation (HEALPix) grid used in astrophysics ...
The HEAL-SWIN transformer is introduced, which combines the highly uniform Hierarchi-cal Equal Area iso-Latitude Pixelation (HEALPix) grid used in ...
We introduce the HEAL-SWIN transformer, which combines the highly uniform Hierarchi-cal Equal Area iso-Latitude Pixelation (HEALPix) grid used in astrophysics ...