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TransMorph: Transformer for unsupervised medical image registration


Nov 23, 2021
Junyu Chen, Yong Du, Yufan He, William P. Segars, Ye Li, Eric C. Frey

* 32 pages, 28 figures 

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Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks


Apr 22, 2021
Junyu Chen, Ye Li, Licia P. Luna, Hyun Woo Chung, Steven P. Rowe, Yong Du, Lilja B. Solnes, Eric C. Frey

* This manuscript has been accepted by Medical Physics (in press) 

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ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration


Apr 13, 2021
Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du


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A Multi-task Joint Framework for Real-time Person Search


Dec 11, 2020
Ye Li, Kangning Yin, Jie Liang, Chunyu Wang, Guangqiang Yin


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Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization


Oct 26, 2020
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li


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Quality-aware semi-supervised learning for CMR segmentation


Sep 01, 2020
Bram Ruijsink, Esther Puyol-Anton, Ye Li, Wenja Bai, Eric Kerfoot, Reza Razavi, Andrew P. King

* MICCAI STACOM 2020 

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Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval


Jul 01, 2020
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk


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Boundary-aware Context Neural Network for Medical Image Segmentation


May 03, 2020
Ruxin Wang, Shuyuan Chen, Chaojie Ji, Jianping Fan, Ye Li


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Cascaded Context Enhancement for Automated Skin Lesion Segmentation


Apr 23, 2020
Ruxin Wang, Shuyuan Chen, Jianping Fan, Ye Li


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Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks


Apr 21, 2020
Chaojie Ji, Ruxin Wang, Ye Li, Hongyan Wu


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Triplet Online Instance Matching Loss for Person Re-identification


Feb 24, 2020
Ye Li, Guangqiang Yin, Chunhui Liu, Xiaoyu Yang, Zhiguo Wang


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Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network


Feb 14, 2020
Xing Yong Kek, Cheng Siong Chin, Ye Li

* inclusion in conference proceedings 2019 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2019), Xiamen 

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Generating Patient-like Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks


Dec 27, 2019
Junyu Chen, Ye Li, Eric C. Frey


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FC$^2$N: Fully Channel-Concatenated Network for Single Image Super-Resolution


Jul 09, 2019
Xiaole Zhao, Ying Liao, Ye Li, Tao Zhang, Xueming Zou

* 19 pages, 14 figures and 5 tables 

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Wearable Travel Aid for Environment Perception and Navigation of Visually Impaired People


Apr 30, 2019
Jinqiang Bai, Zhaoxiang Liu, Yimin Lin, Ye Li, Shiguo Lian, Dijun Liu

* 7 pages, 12 figures 

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Class Specific or Shared? A Hybrid Dictionary Learning Network for Image Classification


Apr 17, 2019
Shuai Shao, Yan-Jiang Wang, Bao-Di Liu, Rui Xu, Ye Li

* 11 pages, 10 figures 

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