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Mining Latent Classes for Few-shot Segmentation


Mar 29, 2021
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

* 12 pages, 6 figures 

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A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning


Feb 07, 2021
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen

* To appear in Medical Image Analysis 

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Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation


Jan 18, 2021
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao


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Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective


Jul 31, 2020
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen

* IEEE JBHI 2020 

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Manifold Alignment for Semantically Aligned Style Transfer


May 21, 2020
Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao

* 10 pages 

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TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation


May 21, 2020
Kelei He, Chunfeng Lian, Ehsan Adeli, Jing Huo, Yinghuan Shi, Yang Gao, Bing Zhang, Junfeng Zhang, Dinggang Shen


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Class Distribution Alignment for Adversarial Domain Adaptation


Apr 20, 2020
Wanqi Yang, Tong Ling, Chengmei Yang, Lei Wang, Yinghuan Shi, Luping Zhou, Ming Yang


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Unsupervised Few-shot Learning via Distribution Shift-based Augmentation


Apr 13, 2020
Tiexin Qin, Wenbin Li, Yinghuan Shi, Yang Gao

* 10 pages, 4 figures. Code: https://github.com/WonderSeven/ULDA 

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Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19


Apr 07, 2020
Feng Shi, Jun Wang, Jun Shi, Ziyan Wu, Qian Wang, Zhenyu Tang, Kelei He, Yinghuan Shi, Dinggang Shen

* Added journal submission info 

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Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation


Apr 03, 2020
Qian Yu, Yinghuan Shi, Yefeng Zheng, Yang Gao, Jianbing Zhu, Yakang Dai

* 11 pages, 14 figures 

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Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization


Mar 27, 2020
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao


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Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation


Feb 22, 2020
Tiexin Qin, Ziyuan Wang, Kelei He, Yinghuan Shi, Yang Gao, Dinggang Shen

* 5 pages, 3 figures 

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Asymmetric Distribution Measure for Few-shot Learning


Feb 01, 2020
Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo

* 7 pages 

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Differentiable Meta-learning Model for Few-shot Semantic Segmentation


Nov 23, 2019
Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao

* Accepted by AAAI2020 

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Automatic Data Augmentation by Learning the Deterministic Policy


Oct 22, 2019
Yinghuan Shi, Tiexin Qin, Yong Liu, Jiwen Lu, Yang Gao, Dinggang Shen

* Sorry for withdrawing our paper, there exists a mistake in the experiment, and we will reupload once we have fixed it 

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Progressive Cross-camera Soft-label Learning for Semi-supervised Person Re-identification


Aug 15, 2019
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao

* arXiv admin note: text overlap with arXiv:1908.00862 

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GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification


Aug 14, 2019
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao


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Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification


Aug 02, 2019
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao


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A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification


Apr 06, 2019
Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao


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WebCaricature: a benchmark for caricature recognition


Aug 09, 2018
Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin

* 12 pages 

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Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images


Aug 02, 2018
Qian Yu, Yinghuan Shi, Jinquan Sun, Yang Gao, Yakang Dai, Jianbing Zhu

* This paper includes 7 pages and 13 figures 

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Online Deep Metric Learning


May 15, 2018
Wenbin Li, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo

* 9 pages 

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Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning


May 09, 2018
Jinquan Sun, Yinghuan Shi, Yang Gao, Lei Wang, Luping Zhou, Wanqi Yang, Dinggang Shen


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MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification


Apr 11, 2018
Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao


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The Automatic Identification of Butterfly Species


Mar 18, 2018
Juanying Xie, Qi Hou, Yinghuan Shi, Lv Peng, Liping Jing, Fuzhen Zhuang, Junping Zhang, Xiaoyang Tang, Shengquan Xu

* 9 pages, in Chinese, 8 figures 

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OPML: A One-Pass Closed-Form Solution for Online Metric Learning


Sep 29, 2016
Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi

* 12 pages 

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