no code implementations • 6 Apr 2024 • Zhuoxu Huang, Zhenkun Fan, Tao Xu, Jungong Han
We introduce Motion PointNet composed of a PointNet-like encoder and a PDE-solving module.
1 code implementation • 13 Feb 2024 • Chenghao Xiao, Zhuoxu Huang, Danlu Chen, G Thomas Hudson, Yizhi Li, Haoran Duan, Chenghua Lin, Jie Fu, Jungong Han, Noura Al Moubayed
To our knowledge, this is the first representation learning method devoid of traditional language models for understanding sentence and document semantics, marking a stride closer to human-like textual comprehension.
1 code implementation • 30 Jan 2024 • Jintao Cheng, Kang Zeng, Zhuoxu Huang, Xiaoyu Tang, Jin Wu, Chengxi Zhang, Xieyuanli Chen, Rui Fan
Moving object segmentation (MOS) provides a reliable solution for detecting traffic participants and thus is of great interest in the autonomous driving field.
1 code implementation • 23 Oct 2022 • Zhuoxu Huang, Zhiyou Zhao, Banghuai Li, Jungong Han
Transformer with its underlying attention mechanism and the ability to capture long-range dependencies makes it become a natural choice for unordered point cloud data.
Ranked #1 on 3D Semantic Segmentation on SensatUrban