1.8k citations · 8.6k across the 108 of their papers we have counts for
111 papers
PPI-NET: End-to-End Parametric Primitive Inference
Liang Wang, Xiaogang Wang
In engineering applications, line, circle, arc, and point are collectively referred to as primitives, and they play a crucial role in path planning, simulation analysis, and manufa…
Edge Preserving Implicit Surface Representation of Point Clouds
Xiaogang Wang, Yuhang Cheng, Liang Wang +3
Learning implicit surface directly from raw data recently has become a very attractive representation method for 3D reconstruction tasks due to its excellent performance. However,…
Magnetic Resonance Fingerprinting with compressed sensing and distance metric learning
Zhe Wang, Hongsheng Li, Qinwei Zhang +2
Magnetic Resonance Fingerprinting (MRF) is a novel technique that simultaneously estimates multiple tissue-related parameters, such as the longitudinal relaxation time T1, the tran…
A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)
Hang Du, Rebecca Pillai Riddell, Xiaogang Wang
In this article, we present a new EEG signal classification framework by integrating the complex-valued and real-valued Convolutional Neural Network(CNN) with discrete Fourier tran…
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
Jinguo Zhu, Xizhou Zhu, Wenhai Wang +4
To build an artificial neural network like the biological intelligence system, recent works have unified numerous tasks into a generalist model, which can process various tasks wit…
BIMS-PU: Bi-Directional and Multi-Scale Point Cloud Upsampling
Yechao Bai, Xiaogang Wang, Marcelo H. Ang +1
The learning and aggregation of multi-scale features are essential in empowering neural networks to capture the fine-grained geometric details in the point cloud upsampling task. M…