2 papers
cs.CV2026
Beyond ZOH: Advanced Discretization Strategies for Vision Mamba
Fady Ibrahim, Guangjun Liu, Guanghui Wang
Vision Mamba, as a state space model (SSM), employs a zero-order hold (ZOH) discretization, which assumes that input signals remain constant between sampling instants. This assumpt…
cs.CV2025
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…