FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission

no code implementations • 1 Mar 2024 • Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou

Communication overhead is a significant bottleneck in federated learning (FL), which has been exaggerated with the increasing size of AI models.

Federated Learning

A Marker-free Head Tracker Using Vision-based Head Pose Estimation with Adaptive Kalman Filter

no code implementations • 24 Mar 2021 • Zhongxu Hu, Chen Lv, Yanxin Zhou, Yiran Zhang, Wenhui Huang

To handle the error of the head pose estimation model, this paper proposes an adaptive Kalman Filter.

Head Pose Estimation Position