Authors: Yichen Mo

Affiliation: Singularity Systems Inc

Description: Retain 2D feature mappings as integral components of image embedding processes, leveraging the transformer architecture for the context information along with methodologies that ensure rotation invariance. These strategies are pivotal in enhancing the accuracy and robustness of predictive tasks within this framework.