Pingping Liu

Jilin University (JLU) - College of Computer Science and Technology

SCHOLARLY PAPERS

4

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178

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Scholarly Papers (4)

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1.

Landbench 1.0: A Benchmark Dataset and Evaluation Metrics for Data-Driven Land Surface Variables Prediction

Number of pages: 29 Posted: 10 Apr 2023
Qingliang Li, Cheng Zhang, Wei Shangguan, Zhongwang Wei, Hua Yuan, Jinlong Zhu, Lu Li, Xiaoning Li, Gan Li, Pingping Liu and Yongjiu Dai
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 68 (724,154)

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2.

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Downloads 52 (829,372)

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Number of pages: 42 Posted: 09 May 2024
Qingliang Li, Xiaochun Jin, Cheng Zhang, Wei Shangguan, Zhongwang Wei, Lu Li, Pingping Liu and Yongjiu Dai
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 28 (1,086,877)

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Soil moisture, Meta-learning, Deep Learning, LSTM

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Number of pages: 42 Posted: 11 Jun 2024
Qingliang Li, Xiaochun Jin, Cheng Zhang, Wei Shangguan, Zhongwang Wei, Lu Li, Pingping Liu and Yongjiu Dai
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 24 (1,137,530)

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Soil moisture, Meta-learning, Deep learning, LSTM

3.

Vector Quantization: A Case Study on Robust Medical Semantic Segmentation

Number of pages: 10 Posted: 09 May 2024
Yijun Lang, Pingping Liu, hongwei zhao and qiuzhan Zhou
affiliation not provided to SSRN, Jilin University (JLU) - College of Computer Science and Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 31 (1,023,132)

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robustness, medical segmentation, dversarial attack, momentum

4.

Multimatch: Enhancing Semi-Supervised Learning with Hierarchical Consistency

Number of pages: 28 Posted: 05 Mar 2025
Yijun Lang, Pingping Liu, Zetong Liu, Xiaofeng Liu, hongwei zhao and qiuzhan Zhou
affiliation not provided to SSRN, Jilin University (JLU) - College of Computer Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 27 (1,068,968)

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Semi-supervised Learning, augmentation, consistency constraint, universal perturbation