Monish Soundar Raj

MS-Temba: Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos

Temporal Action Detection (TAD) in untrimmed videos poses significant challenges, particularly for Activities of Daily Living (ADL) requiring models to (1) process long-duration videos, (2) capture temporal variations in actions, and (3) simultaneously detect dense overlapping actions. Existing CNN