resolution-aware-transformer

PyTorch implementation of a Resolution Aware Transformer, designed to take in multiple scales of fixed-resolution images (such as microscopy or medical imaging), with the goal of producing embeddings informed by global context and local details. Utilizes rotary spatial embeddings (RoSE) and spatial grouping attention.