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Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices

Dec 16, 2020
Shu Zhang, Jincheng Xu, Yu-Chun Chen, Jiechao Ma, Zihao Li, Yizhou Wang, Yizhou Yu

* 10 pages, 2 figures, MICCAI20 

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Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction

Dec 14, 2020
Jiafa He, Chengwei Pan, Can Yang, Ming Zhang, Yang Wang, Xiaowei Zhou, Yizhou Yu

* MICCAI 2020 

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Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding

Dec 10, 2020
Liyan Sun, Chenxin Li, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu

* 10 pages, 8 figures 

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Adaptive noise imitation for image denoising

Nov 30, 2020
Huangxing Lin, Yihong Zhuang, Yue Huang, Xinghao Ding, Yizhou Yu, Xiaoqing Liu, John Paisley


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A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision

Oct 23, 2020
Liyan Sun, Jianxiong Wu, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu

* 10 pages, 11 figure 

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The Detection of Thoracic Abnormalities ChestX-Det10 Challenge Results

Oct 22, 2020
Jie Lian, Jingyu Liu, Yizhou Yu, Mengyuan Ding, Yaoci Lu, Yi Lu, Jie Cai, Deshou Lin, Miao Zhang, Zhe Wang, Kai He, Yijie Yu


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Contralaterally Enhanced Networks for Thoracic Disease Detection

Oct 09, 2020
Gangming Zhao, Chaowei Fang, Guanbin Li, Licheng Jiao, Yizhou Yu

* submitted to TMI 

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Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation

Oct 09, 2020
Yicheng Wu, Chengwei Pan, Shuqi Wang, Ming Zhang, Yong Xia, Yizhou Yu


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Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification

Sep 30, 2020
Chu-ran Wang, Jing Li, Fandong Zhang, Xinwei Sun, Hao Dong, Yizhou Yu, Yizhou Wang


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Online Alternate Generator against Adversarial Attacks

Sep 17, 2020
Haofeng Li, Yirui Zeng, Guanbin Li, Liang Lin, Yizhou Yu

* Accepted as a Regular paper in the IEEE Transactions on Image Processing 

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Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation

Jul 10, 2020
Shen Wang, Kongming Liang, Yiming Li, Yizhou Yu, Yizhou Wang


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ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities

Jun 19, 2020
Jingyu Liu, Jie Lian, Yizhou Yu


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Graph-Structured Referring Expression Reasoning in The Wild

Apr 19, 2020
Sibei Yang, Guanbin Li, Yizhou Yu

* CVPR 2020 Accepted Oral Paper. Data and code are available at https://github.com/sibeiyang/sgmn 

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When Relation Networks meet GANs: Relation GANs with Triplet Loss

Mar 17, 2020
Runmin Wu, Kunyao Zhang, Lijun Wang, Yue Wang, Pingping Zhang, Huchuan Lu, Yizhou Yu

* 13 pages 

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Kernel Quantization for Efficient Network Compression

Mar 11, 2020
Zhongzhi Yu, Yemin Shi, Tiejun Huang, Yizhou Yu


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Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation

Feb 27, 2020
Shen Wang, Kongming Liang, Chengwei Pan, Chuyang Ye, Xiuli Li, Feng Liu, Yizhou Yu, Yizhou Wang


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Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread

Jan 22, 2020
Haofeng Li, Guanbin Li, Binbin Yang, Guanqi Chen, Liang Lin, Yizhou Yu

* Accepted as a regular paper in the IEEE Transactions on Cybernetics 

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Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation

Nov 23, 2019
Chaowei Fang, Guanbin Li, Chengwei Pan, Yiming Li, Yizhou Yu

* MICCAI2019 

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Self-Enhanced Convolutional Network for Facial Video Hallucination

Nov 23, 2019
Chaowei Fang, Guanbin Li, Xiaoguang Han, Yizhou Yu


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Motion Guided Attention for Video Salient Object Detection

Oct 03, 2019
Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu

* 10 pages, 4 figures, ICCV 2019, code: https://github.com/lhaof/Motion-Guided-Attention 

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Dynamic Graph Attention for Referring Expression Comprehension

Sep 18, 2019
Sibei Yang, Guanbin Li, Yizhou Yu

* Accepted as an Oral presentation at ICCV2019 

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MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection

Sep 16, 2019
Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang, Yizhou Wang, Yizhou Yu

* Accepted by MICCAI 2019 (Medical Image Computing and Computer Assisted Intervention) 

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Cross-Modal Relationship Inference for Grounding Referring Expressions

Jun 11, 2019
Sibei Yang, Guanbin Li, Yizhou Yu

* This paper is going to appear in CVPR 2019 

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ROSA: Robust Salient Object Detection against Adversarial Attacks

May 09, 2019
Haofeng Li, Guanbin Li, Yizhou Yu

* To be published in IEEE Transactions on Cybernetics 

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Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks

Apr 27, 2019
Xiang He, Sibei Yang, Guanbin Li?, Haofeng Li, Huiyou Chang, Yizhou Yu

* Accepted by AAAI2019 as oral presentation 

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A Benchmark for Edge-Preserving Image Smoothing

Apr 02, 2019
Feida Zhu, Zhetong Liang, Xixi Jia, Lei Zhang, Yizhou Yu

* Accepted by IEEE Transactions on Image Processing 

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