2 papers
cs.LG2026
MuonSSM: Orthogonalizing State Space Models for Sequence Modeling
Thai-Khanh Nguyen, Ngoc-Bich-Uyen Vo, Thieu N. Vo +2
State space models (SSMs) have emerged as efficient linear-time alternatives to attention for long-sequence modeling. However, existing SSMs often suffer from instability and memor…
cs.HC2025
MMA: A Momentum Mamba Architecture for Human Activity Recognition with Inertial Sensors
Thai-Khanh Nguyen, Uyen Vo, Tan M. Nguyen +3
Human activity recognition (HAR) from inertial sensors is essential for ubiquitous computing, mobile health, and ambient intelligence. Conventional deep models such as Convolutiona…