Search Results for author: Zikai Zhang

Found 3 papers, 1 papers with code

Byzantine-Robust Federated Learning with Variance Reduction and Differential Privacy

no code implementations7 Sep 2023 Zikai Zhang, Rui Hu

Federated learning (FL) is designed to preserve data privacy during model training, where the data remains on the client side (i. e., IoT devices), and only model updates of clients are shared iteratively for collaborative learning.

Federated Learning

Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy

1 code implementation CVPR 2021 Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang

A practical long-term tracker typically contains three key properties, i. e. an efficient model design, an effective global re-detection strategy and a robust distractor awareness mechanism.

Multiple Object Tracking Philosophy

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