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Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation


Oct 12, 2021
Jiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenghua Lin, Yefeng Zheng, Bang Liu

* 16 pages, 12 figures 

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Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification


Oct 09, 2021
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

* Published in proceedings of MICCAI 2021 

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PAC-Bayes Information Bottleneck


Oct 04, 2021
Zifeng Wang, Shao-Lun Huang, Ercan E. Kuruoglu, Jimeng Sun, Xi Chen, Yefeng Zheng


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All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation


Sep 28, 2021
Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

* 10 pages, under review in trans journal 

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Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views


Sep 24, 2021
Dong Wei, Kai Ma, Yefeng Zheng

* Accepted by MICCAI 2021 

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InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction


Sep 11, 2021
Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng

* International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021 

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Refining BERT Embeddings for Document Hashing via Mutual Information Maximization


Sep 07, 2021
Zijing Ou, Qinliang Su, Jianxing Yu, Ruihui Zhao, Yefeng Zheng, Bang Liu


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Multi-Anchor Active Domain Adaptation for Semantic Segmentation


Aug 18, 2021
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng

* ICCV 2021 Oral 

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A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework


Aug 18, 2021
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng

* IPMI 2021 

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RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation


Jul 19, 2021
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng

* 5 pages, 3 figures, IEEE ISBI 2021 

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Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration


Jul 15, 2021
Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William Wells III, Sarah Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

* 11 pages, version 1 

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Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint


Jun 30, 2021
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

* An extension of our MICCAI paper 

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Residual Moment Loss for Medical Image Segmentation


Jun 27, 2021
Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng


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PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction


Jun 18, 2021
Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Ming Xu, Yefeng Zheng

* Accepted by ACL 2021 

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Prototypical Graph Contrastive Learning


Jun 17, 2021
Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, Xiaodan Liang


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PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System


Jun 16, 2021
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng


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LE-NAS: Learning-based Ensenble with NAS for Dose Prediction


Jun 12, 2021
Yi Lin, Yanfei Liu, Jingguang Liu, Guocai Liu, Kai Ma, Yefeng Zheng


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The Medical Segmentation Decathlon


Jun 10, 2021
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, Henkjan Huisman, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso


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Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation


Jun 03, 2021
Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Jayender Jagadeesan, Kai Ma, Yefeng Zheng, Xiu Li

* 11 pages, to appear in MICCAI 2021 

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Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval


May 27, 2021
Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng

* ACL2021 

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Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting


May 25, 2021
Yi Cheng, Siyao Li, Bang Liu, Ruihui Zhao, Sujian Li, Chenghua Lin, Yefeng Zheng

* Accepted by ACL 2021 (long paper) 

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OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding


May 24, 2021
Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin, Yefeng Zheng

* Accepted by Findings of ACL 2021 

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Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding


May 19, 2021
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng

* Accepted by IJCAI 2021 

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Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management


Apr 10, 2021
Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen, Yefeng Zheng

* NAACL 2021 
* 9 pages 

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Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation


Mar 30, 2021
Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng

* IPMI 2021 

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Stabilized Medical Image Attacks


Mar 09, 2021
Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng

* ICLR 2021 (Spotlight) 

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