Search Results for author: Shenghui Cheng

Found 7 papers, 4 papers with code

AIGC In China: Current Developments And Future Outlook

no code implementations14 Aug 2023 Xiangyu Li, Yuqing Fan, Shenghui Cheng

The increasing attention given to AI Generated Content (AIGC) has brought a profound impact on various aspects of daily life, industrial manufacturing, and the academic sector.

High-dimensional Clustering onto Hamiltonian Cycle

no code implementations27 Apr 2023 Tianyi Huang, Shenghui Cheng, Stan Z. Li, Zhengjun Zhang

Then, the anchors of different clusters are sorted on the optimal Hamiltonian cycle generated by the cluster similarities and mapped on the circumference of a circle.

Clustering Deep Clustering +1

An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds

1 code implementation21 Mar 2023 Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li

Due to the motion-centric nature, our method shows its impressive generalizability with limited training labels and provides good differentiability for end-to-end cycle training.

3D Single Object Tracking Autonomous Driving +3

EVNet: An Explainable Deep Network for Dimension Reduction

1 code implementation21 Nov 2022 Zelin Zang, Shenghui Cheng, Linyan Lu, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, Stan Z. Li

The proposed techniques are integrated with a visual interface to help the user to adjust EVNet to achieve better DR performance and explainability.

Data Augmentation Dimensionality Reduction

An Open Source Interactive Visual Analytics Tool for Comparative Programming Comprehension

no code implementations29 Jul 2022 Ayush Kumar, Ashish Kumar, Aakanksha Prasad, Michael Burch, Shenghui Cheng, Klaus Mueller

We illustrate the usefulness of our tool by applying it to the eye movements of 216 programmers of multiple expertise levels that were collected during two code comprehension tasks.

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