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SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation


Jun 03, 2021
Hong-Yu Zhou, Chengdi Wang, Haofeng Li, Gang Wang, Shu Zhang, Weimin Li, Yizhou Yu

* Accepted by Medical Image Analysis 

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A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation


Apr 21, 2021
Jie Lian, Jingyu Liu, Shu Zhang, Kai Gao, Xiaoqing Liu, Dingwen Zhang, Yizhou Yu

* This paper has been accepted by IEEE Transactions on Medical Imaging 

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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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GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals


Jun 16, 2020
Xiangmin Lun, Shuyue Jia, Yimin Hou, Yan Shi, Yang Li, Hanrui Yang, Shu Zhang, Jinglei Lv


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Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition


May 02, 2020
Yimin Hou, Shuyue Jia, Shu Zhang, Xiangmin Lun, Yan Shi, Yang Li, Hanrui Yang, Rui Zeng, Jinglei Lv


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Deep Homography Estimation for Dynamic Scenes


Apr 05, 2020
Hoang Le, Feng Liu, Shu Zhang, Aseem Agarwala

* CVPR 2020, https://github.com/lcmhoang/hmg-dynamics 

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Multi-level Similarity Learning for Low-Shot Recognition


Dec 13, 2019
Hongwei Xv, Xin Sun, Junyu Dong, Shu Zhang, Qiong Li

* 6 pages, 6 figures 

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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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A Preliminary Study on Data Augmentation of Deep Learning for Image Classification


Jun 09, 2019
Benlin Hu, Cheng Lei, Dong Wang, Shu Zhang, Zhenyu Chen

* 4 pages, 4 figures 

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Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering


Apr 08, 2019
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang


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Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis


Aug 04, 2017
Rui Huang, Shu Zhang, Tianyu Li, Ran He

* accepted at ICCV 2017, main paper & supplementary material, 11 pages 

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Dense 3D Facial Reconstruction from a Single Depth Image in Unconstrained Environment


Apr 24, 2017
Shu Zhang, Hui Yu, Ting Wang, Junyu Dong, Honghai Liu


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DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification


Nov 16, 2016
Shu Zhang, Ran He, Tieniu Tan

* 10pages, submitted to CVPR 17 

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Adaptive Algorithm and Platform Selection for Visual Detection and Tracking


May 21, 2016
Shu Zhang, Qi Zhu, Amit Roy-Chowdhury

* 10 pages, 10 figures 

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