Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation

Daniel Kienzle, Marco Kantonis, Robin Schön +1

Utilizing transformer architectures for semantic segmentation of high-resolution images is hindered by the attention's quadratic computational complexity in the number of tokens. A…