2 papers
cs.CV2026
Action-Dynamics Modeling and Cross-Temporal Interaction for Online Action Understanding
Xinyu Yang, Zheheng Jiang, Feixiang Zhou +5
Action understanding, encompassing action detection and anticipation, plays a crucial role in numerous practical applications. However, untrimmed videos are often characterized by…
cs.LG2025
SleepGMUformer: A gated multimodal temporal neural network for sleep staging
Chenjun Zhao, Xuesen Niu, Xinglin Yu +4
Sleep staging is a key method for assessing sleep quality and diagnosing sleep disorders. However, current deep learning methods face challenges: 1) postfusion techniques ignore th…