Search Results for author: Qiang Ren

Found 4 papers, 0 papers with code

High Noise Immune Time-domain Inversion via Cascade Network (TICaN) for Complex Scatterers

no code implementations3 Mar 2022 Hongyu Gao, Yinpeng Wang, Qiang Ren, Zixi Wang, Liangcheng Deng, Chenyu Shi

In this paper, a high noise immune time-domain inversion cascade network (TICaN) is proposed to reconstruct scatterers from the measured electromagnetic fields.

Denoising

Byzantine-Robust Federated Learning via Credibility Assessment on Non-IID Data

no code implementations6 Sep 2021 Kun Zhai, Qiang Ren, Junli Wang, Chungang Yan

Federated learning is a novel framework that enables resource-constrained edge devices to jointly learn a model, which solves the problem of data protection and data islands.

Anomaly Detection Federated Learning

Adaptive Routing Between Capsules

no code implementations19 Nov 2019 Qiang Ren, Shaohua Shang, Lianghua He

Capsule network is the most recent exciting advancement in the deep learning field and represents positional information by stacking features into vectors.

Grouping Capsules Based Different Types

no code implementations12 Nov 2019 Qiang Ren

The larger the initial value of $c_{ij}$, the better effect of the model.

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