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Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction


Jul 25, 2022
Huaying Hao , Cong Xu , Dan Zhang , Qifeng Yan , Jiong Zhang , Yue Liu , Yitian Zhao

* Accepted by IEEE Journal of Biomedical and Health Informatics 

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Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction


Oct 29, 2021
Eli Chien , Wei-Cheng Chang , Cho-Jui Hsieh , Hsiang-Fu Yu , Jiong Zhang , Olgica Milenkovic , Inderjit S Dhillon


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Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification


Oct 01, 2021
Jiong Zhang , Wei-cheng Chang , Hsiang-fu Yu , Inderjit S. Dhillon


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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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