no code implementations • 12 Apr 2022 • Yuan Sui, Fanyang Bu, Yingting Hu, Wei Yan, Liang Zhang
Nested named entity recognition (NER) aims to identify the entity boundaries and recognize categories of the named entities in a complex hierarchical sentence.
no code implementations • 29 Aug 2021 • Farnaz Nazari, Wei Yan
A building self-shading shape impacts substantially on the amount of direct sunlight received by the building and contributes significantly to building operational energy use, in addition to other major contributing variables, such as materials and window-to-wall ratios.
no code implementations • 10 May 2021 • Mohammad Alawadhi, Wei Yan
We created methods for using renderings to train a deep learning model, trained a generative adversarial network (GAN) model using these methods, and tested the output model on real-world photos.
1 code implementation • 2 Dec 2020 • Haonan Huang, Naiyao Liang, Wei Yan, Zuyuan Yang, Weijun Sun
To address these concerns, we present a partially shared semi-supervised deep matrix factorization model (PSDMF).
no code implementations • 10 Jun 2020 • Pengyu Zhao, Kecheng Xiao, Yuanxing Zhang, Kaigui Bian, Wei Yan
User behavior and feature interactions are crucial in deep learning-based recommender systems.
1 code implementation • 19 Jan 2020 • Yi Wang, Yang Yang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen, Wei Yan, Mingjie Tang, Yuan Tang
Previous database systems extended their SQL dialect to support ML.
no code implementations • 28 Dec 2019 • Zohreh Shaghaghian, Wei Yan
In this study, an object recognition problem is investigated to initially predict the label of unseen sample images based on training dataset consisting of different types of synthetic 2D shapes; later, a generative DL algorithm is applied to be trained and generate new shapes for given labels.
no code implementations • 18 Apr 2019 • Wei Yan, Yiting shao, Shan Liu, Thomas H. Li, Zhu Li, Ge Li
Point cloud is a fundamental 3D representation which is widely used in real world applications such as autonomous driving.