AptMamba: enhancing vision Mamba efficiency by adaptively pruning tokens

• Main Author: Song, Shangye
• Other Authors: Jiang Xudong
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Deep learning
• Online Access: https://hdl.handle.net/10356/182039
• Institution: Nanyang Technological University

Mamba has recently emerged as a promising architecture for handling long se- quences in vision tasks. However, research on pruning methods specifically for vision Mamba remains unexplored. To address this gap, we aim to introduce to- ken pruning for vision Mamba to enhance efficiency, which faces...