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Unsupervised Capsule Networks of High-Dimension Point Clouds classification

Quanfeng Xu , Yi Tang , Yan Yang , Yumei She , Zuo Jiang

* 24 pages 

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K-textures, a self supervised hard clustering deep learning algorithm for satellite images segmentation

Fabien H. Wagner , Ricardo Dalagnol , Alber H. Sánchez , Mayumi C. M. Hirye , Samuel Favrichon , Jake H. Lee , Steffen Mauceri , Yan Yang , Sassan Saatchi

* 19 pages, 10 figures, submitted to Frontiers in Environmental Science, section Environmental Informatics and Remote Sensing, Research Topic: Advances in Machine Learning and Deep Learning for Monitoring Terrestrial Ecosystems 

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DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers

Yan Yang , Zakir Hossain , Khandaker Asif , Liyuan Pan , Shafin Rahman , Eric Stone

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Feature Modulation to Improve Struggle Detection in Web Search: A Psychological Approach

Jiyun Luo , Yan Yang , Valerie Nayak , Grace Hui Yang

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Prediction of properties of metal alloy materials based on machine learning

Houchen Zuo , Yongquan Jiang , Yan Yang , Jie Hu

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Seismic wave propagation and inversion with Neural Operators

Yan Yang , Angela F. Gao , Jorge C. Castellanos , Zachary E. Ross , Kamyar Azizzadenesheli , Robert W. Clayton

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Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation

Song Tang , Yan Yang , Zhiyuan Ma , Norman Hendrich , Fanyu Zeng , Shuzhi Sam Ge , Changshui Zhang , Jianwei Zhang

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Molecular structure prediction based on graph convolutional networks

Xiaohui Lin , Yongquan Jiang , Yan Yang

* 11 pages, 5 figures, 4 tables 

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SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering

Bo Liu , Li-Ming Zhan , Li Xu , Lin Ma , Yan Yang , Xiao-Ming Wu

* ISBI 2021 

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