Rebecca M. Davidson

Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks

2024 · arXiv (Cornell University)

State-Space Models (SSMs) have emerged as an efficient alternative to transformers, yet existing visual SSMs retain deeply ingrained biases from their origins in natural language processing. In this paper, we address these limitations by introducing …