no code implementations • 27 Mar 2024 • Xuemin Hu, Pan Chen, Yijun Wen, Bo Tang, Long Chen
Reinforcement learning (RL) has been widely used in decision-making tasks, but it cannot guarantee the agent's safety in the training process due to the requirements of interaction with the environment, which seriously limits its industrial applications such as autonomous driving.
no code implementations • 29 Dec 2023 • Linlian Jiang, Pan Chen, Ye Wang, Tieru Wu, Rui Ma
Inferring missing regions from severely occluded point clouds is highly challenging.
no code implementations • 18 Oct 2023 • Ilya Musabirov, Angela Zavaleta-Bernuy, Pan Chen, Michael Liut, Joseph Jay Williams
In adaptive experiments, as different arms/conditions are deployed to students, data is analyzed and used to change the experience for future students.
no code implementations • 10 Feb 2023 • Boyang Wang, Pan Chen, Peng Zhang, Shao Li
And we collected 25 formulae (with traditional effects related to Cold/Hot ZHENG) for CG and corresponding 89 Cold/Hot herbs (including Warm/Cool herbs) to discover features and construct target networks of Cold/Hot herbs on the basis of network target and enrichment analysis.
1 code implementation • 2 Jul 2022 • Ziwen Han, Evgeniya Gorobets, Pan Chen
Biological neurons are more powerful than artificial perceptrons, in part due to complex dendritic input computations.
no code implementations • 16 Oct 2021 • Nayan Saxena, Pan Chen, Emmy Liu
Multi-Armed-Bandit frameworks have often been used by researchers to assess educational interventions, however, recent work has shown that it is more beneficial for a student to provide qualitative feedback through preference elicitation between different alternatives, making a dueling bandits framework more appropriate.
2 code implementations • 23 May 2021 • Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang
Moreover, a self-supervised learning-based strategy is proposed to constrain feature learning.
no code implementations • 10 May 2021 • Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen
Semantic segmentation is an essential part of deep learning.
no code implementations • 5 Feb 2020 • Chengwei Chen, Pan Chen, Haichuan Song, Yiqing Tao, Yuan Xie, Shouhong Ding, Lizhuang Ma
Anomaly detection is a fundamental problem in computer vision area with many real-world applications.
no code implementations • 4 Feb 2020 • Chengwei Chen, Pan Chen, Lingyu Yang, Jinyuan Mo, Haichuan Song, Yuan Xie, Lizhuang Ma
Acoustic anomaly detection aims at distinguishing abnormal acoustic signals from the normal ones.
no code implementations • 9 Aug 2019 • Xuan Yang, Zhengchao Chen, Baipeng Li, Dailiang Peng, Pan Chen, Bing Zhang
The land-use map is an important data that can reflect the use and transformation of human land, and can provide valuable reference for land-use planning.