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Extreme Multi-label Learning for Semantic Matching in Product Search


Jun 23, 2021
Wei-Cheng Chang, Daniel Jiang, Hsiang-Fu Yu, Choon-Hui Teo, Jiong Zhang, Kai Zhong, Kedarnath Kolluri, Qie Hu, Nikhil Shandilya, Vyacheslav Ievgrafov, Japinder Singh, Inderjit S. Dhillon

* Accepted in KDD 2021 Applied Data Science Track 

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3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation


Feb 26, 2021
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao


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ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model


Jul 10, 2020
Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao

* 10 pages, 9 figures 

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Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking


Mar 08, 2020
Li Liu, Jiong Zhang, Da Chen, HUazhong Shu, Laurent D. Cohen


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AutoAssist: A Framework to Accelerate Training of Deep Neural Networks


May 08, 2019
Jiong Zhang, Hsiang-fu Yu, Inderjit S. Dhillon


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Minimal Paths for Tubular Structure Segmentation with Coherence Penalty and Adaptive Anisotropy


Oct 25, 2018
Da Chen, Jiong Zhang, Laurent D. Cohen

* This manuscript has been accepted by IEEE Trans. Image Processing, 2018 

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Extreme Stochastic Variational Inference: Distributed and Asynchronous


Aug 03, 2018
Jiong Zhang, Parameswaran Raman, Shihao Ji, Hsiang-Fu Yu, S. V. N. Vishwanathan, Inderjit S. Dhillon


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Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization


Mar 25, 2018
Jiong Zhang, Qi Lei, Inderjit S. Dhillon

* main text 13 pages, 22 pages including reference and appendix 

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Learning Long Term Dependencies via Fourier Recurrent Units


Mar 17, 2018
Jiong Zhang, Yibo Lin, Zhao Song, Inderjit S. Dhillon


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Retinal Microaneurysms Detection using Local Convergence Index Features


Jul 21, 2017
Behdad Dashtbozorg, Jiong Zhang, Bart M. ter Haar Romeny


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Retrieving challenging vessel connections in retinal images by line co-occurrence statistics


Oct 20, 2016
Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart ter Haar Romeny


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Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging


Mar 01, 2016
Jiong Zhang, Remco Duits, Gonzalo Sanguinetti, Bart M. ter Haar Romeny

* Numerical Mathematics: Theory, Methods and Applications (NM-TMA), vol. (9), p.1-50, 2016 
* A final and corrected version of the manuscript is Published in Numerical Mathematics: Theory, Methods and Applications (NM-TMA), vol. (9), p.1-50, 2016 

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