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Learning Signed Distance Field for Multi-view Surface Reconstruction


Aug 23, 2021
Jingyang Zhang, Yao Yao, Long Quan

* ICCV 2021 (Oral) 

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Fine-grained Out-of-Distribution Detection with Mixup Outlier Exposure


Jun 07, 2021
Jingyang Zhang, Nathan Inkawhich, Yiran Chen, Hai Li


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SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation


May 06, 2021
Jingyang Zhang, Ran Gu, Guotai Wang, Hongzhi Xie, Lixu Gu


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MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning


Apr 25, 2021
Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang

* 17 pages, 16 figures 

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Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?


Mar 17, 2021
Nathan Inkawhich, Kevin J Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen


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DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles


Oct 18, 2020
Huanrui Yang, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, Hai Li

* To be appeared in NeurIPS 2020 conference (Oral) 

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Visibility-aware Multi-view Stereo Network


Aug 19, 2020
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang

* Accepted to BMVC 2020 

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Learning Stereo Matchability in Disparity Regression Networks


Aug 11, 2020
Jingyang Zhang, Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan

* Accepted to ICPR 2020 

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Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation


May 27, 2020
Jingyang Zhang, Guotai Wang, Hongzhi Xie, Shuyang Zhang, Ning Huang, Shaoting Zhang, Lixu Gu


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BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks


Nov 22, 2019
Yao Yao, Zixin Luo, Shiwei Li, Jingyang Zhang, Yufan Ren, Lei Zhou, Tian Fang, Long Quan


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Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment


Sep 18, 2019
Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li


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Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack


Dec 06, 2018
Jingyang Zhang, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen


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A novel active learning framework for classification: using weighted rank aggregation to achieve multiple query criteria


Sep 27, 2018
Yu Zhao, Zhenhui Shi, Jingyang Zhang, Dong Chen, Lixu Gu

* 34 pages, 21 figures, 11 tables, 

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