Search Results for author: Zhaoyang Chen

Found 4 papers, 1 papers with code

A Novel Dual-pooling Attention Module for UAV Vehicle Re-identification

no code implementations25 Jun 2023 Xiaoyan Guo, Jie Yang, Xinyu Jia, Chuanyan Zang, Yan Xu, Zhaoyang Chen

Therefore, this paper proposes a novel dual-pooling attention (DpA) module, which achieves the extraction and enhancement of locally important information about vehicles from both channel and spatial dimensions by constructing two branches of channel-pooling attention (CpA) and spatial-pooling attention (SpA), and employing multiple pooling operations to enhance the attention to fine-grained information of vehicles.

Single Particle Analysis Vehicle Re-Identification

Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer

1 code implementation28 Jan 2023 Zhaoyang Chen, Lina Siltala-Li, Mikko Lassila, Pekka Malo, Eeva Vilkkumaa, Tarja Saaresranta, Arho Veli Virkki

Relative to a single-Transformer solution using only a third of the high-quality patient data, the solution with two models improved the prediction performance's $R^{2}$ from 88. 8% to 97. 5%.

A formal process of hierarchical functional requirements development for Set-Based Design

no code implementations26 Oct 2022 Minghui Sun, Zhaoyang Chen, Georgios Bakirtzis, Hassan Jafarzadeh, Cody Fleming

Set-Based Design is a promising approach to complex systems design as it supports alternative exploration and gradual uncertainty reduction.

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