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On the Robustness and Generalization of Deep Learning Driven Full Waveform Inversion

Nov 28, 2021
Chengyuan Deng, Youzuo Lin

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OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion

Nov 04, 2021
Chengyuan Deng, Yinan Feng, Shihang Feng, Peng Jin, Xitong Zhang, Qili Zeng, Youzuo Lin

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On the Global Self-attention Mechanism for Graph Convolutional Networks

Oct 21, 2020
Chen Wang, Chengyuan Deng

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SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations

Nov 27, 2019
Chen Wang, Chengyuan Deng, Vladimir Ivanov

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Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost

Aug 05, 2019
Chen Wang, Chengyuan Deng, Suzhen Wang

* 11 pages, to be submitted to peer-reviewed journal/conference soon 

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