A Survey on Mamba Architecture for Vision Applications

Fady Ibrahim, Guangjun Liu, Guanghui Wang

Transformers have become foundational for visual tasks such as object detection, semantic segmentation, and video understanding, but their quadratic complexity in attention mechani…