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EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables


Aug 03, 2022
Penglei Gao, Xi Yang, Kaizhu Huang, Rui Zhang, Ping Guo, John Y. Goulermas


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CLSEG: Contrastive Learning of Story Ending Generation


Feb 18, 2022
Yuqiang Xie, Yue Hu, Luxi Xing, Yunpeng Li, Wei Peng, Ping Guo

* Accepted by ICASSP 2022. Code and Data: https://github.com/IndexFziQ/CLSEG 

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Deep DIC: Deep Learning-Based Digital Image Correlation for End-to-End Displacement and Strain Measurement


Oct 26, 2021
Ru Yang, Yang Li, Danielle Zeng, Ping Guo

* 39 pages, 19 figures 

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Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations


Aug 12, 2021
Zike Yan, Yuxin Tian, Xuesong Shi, Ping Guo, Peng Wang, Hongbin Zha

* ICCV 2021 

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Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems


Mar 10, 2021
Ping Guo, Kaizhu Huang, Zenglin Xu

* 15 pages, 5 figures 

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RaP-Net: A Region-wise and Point-wise Weighting Network to Extract Robust Keypoints for Indoor Localization


Dec 01, 2020
Dongjiang Li, Jinyu Miao, Xuesong Shi, Yuxin Tian, Qiwei Long, Ping Guo, Hongfei Yu, Wei Yang, Haosong Yue, Qi Wei, Fei Qiao


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Synergetic Learning Systems: Concept, Architecture, and Algorithms


Jun 14, 2020
Ping Guo, Qian Yin

* This work is based on first principle for artificial intelligence. Some terminologies and syntax errors are revised in this version 

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Two-dimensional Multi-fiber Spectrum Image Correction Based on Machine Learning Techniques


Feb 16, 2020
Jiali Xu, Qian Yin, Ping Guo, Xin Zheng

* 10 pages, 14 figures 

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A Spectral Nonlocal Block for Neural Networks


Nov 27, 2019
Lei Zhu, Qi She, Lidan Zhang, Ping Guo


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