3 papers
cs.MM2026
Omni-C: Compressing Heterogeneous Modalities into a Single Dense Encoder
Kin Wai Lau, Yasar Abbas Ur Rehman, Lai-Man Po +1
Recent multimodal systems often rely on separate expert modality encoders which cause linearly scaling complexity and computational overhead with added modalities. While unified Om…
cs.HC2025
CardioLive: Empowering Video Streaming with Online Cardiac Monitoring
Sheng Lyu, Ruiming Huang, Sijie Ji +3
Online Cardiac Monitoring (OCM) emerges as a compelling enhancement for the next-generation video streaming platforms. It enables various applications including remote health, onli…
cs.SD2025
FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding
Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie +2
Recent studies have demonstrated that vision models can effectively learn multimodal audio-image representations when paired. However, the challenge of enabling deep models to lear…