no code implementations • 5 Dec 2023 • Xiang Li, Jian Ding, Zhaoyang Chen, Mohamed Elhoseiny
In this work, we present Uni3DL, a unified model for 3D and Language understanding.
no code implementations • 25 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.
1 code implementation • 28 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%.
no code implementations • 26 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.