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PA-ResSeg: A Phase Attention Residual Network for Liver Tumor Segmentation from Multi-phase CT Images


Feb 27, 2021
Yingying Xu, Ming Cai, Lanfen Lin, Yue Zhang, Hongjie Hu, Zhiyi Peng, Qiaowei Zhang, Qingqing Chen, Xiongwei Mao, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

* A self-archive version to be published in Medical Physics, awaiting minor revision 

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Learning performance in inverse Ising problems with sparse teacher couplings


Dec 25, 2019
Alia Abbara, Yoshiyuki Kabashima, Tomoyuki Obuchi, Yingying Xu

* 27 pages, 7 figures 

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High-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study


Jan 14, 2019
Johan Pensar, Yingying Xu, Santeri Puranen, Maiju Pesonen, Yoshiyuki Kabashima, Jukka Corander


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Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis


Feb 19, 2018
Ayaka Sakata, Yingying Xu


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Statistical inference with probabilistic graphical models


Sep 17, 2014
Angélique Drémeau, Christophe Schülke, Yingying Xu, Devavrat Shah

* Chapter of "Statistical Physics, Optimization, Inference, and Message-Passing Algorithms", Eds.: F. Krzakala, F. Ricci-Tersenghi, L. Zdeborova, R. Zecchina, E. W. Tramel, L. F. Cugliandolo (Oxford University Press, to appear) 

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