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Towards interpreting computer vision based on transformation invariant optimization


Jun 18, 2021
Chen Li, Jinzhe Jiang, Xin Zhang, Tonghuan Zhang, Yaqian Zhao, Dongdong Jiang, RenGang Li

* 15 pages, 7 figures 

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Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition


May 31, 2021
Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Pengjun Xie

* Accepted by ACL-IJCNLP 2021 (long paper), accepted version 

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GT-STORM: Taming Sample, Communication, and Memory Complexities in Decentralized Non-Convex Learning


May 19, 2021
Xin Zhang, Jia Liu, Zhengyuan Zhu, Elizabeth S. Bentley


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Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation


May 17, 2021
Kelei He, Wen Ji, Tao Zhou, Zhuoyuan Li, Jing Huo, Xin Zhang, Yang Gao, Dinggang Shen, Bing Zhang, Junfeng Zhang


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Genetic Algorithm based hyper-parameters optimization for transfer Convolutional Neural Network


Feb 26, 2021
Chen Li, JinZhe Jiang, YaQian Zhao, RenGang Li, EnDong Wang, Xin Zhang, Kun Zhao

* 20 pages, 5 figures 

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A Novel Semi-Supervised Data-Driven Method for Chiller Fault Diagnosis with Unlabeled Data


Oct 31, 2020
Bingxu Li, Fanyong Cheng, Xin Zhang, Can Cui, Wenjian Cai


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Prediction against limited adversary


Oct 31, 2020
Erhan Bayraktar, Ibrahim Ekren, Xin Zhang


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$f$-GAIL: Learning $f$-Divergence for Generative Adversarial Imitation Learning


Oct 02, 2020
Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang


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Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer


Sep 23, 2020
Sheng Zhang, Xin Zhang, Weiming Zhang, Anders Søgaard


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An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI


Aug 10, 2020
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang


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A study of the effect of the illumination model on the generation of synthetic training datasets


Jun 15, 2020
Xin Zhang, Ning Jia, Ioannis Ivrissimtzis

* 8 pages 

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Generalization Study of Quantum Neural Network


Jun 02, 2020
JinZhe Jiang, Xin Zhang, Chen Li, YaQian Zhao, RenGang Li

* 10 pages, 6 figures 

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HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation


May 23, 2020
Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen


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Malicious Experts versus the multiplicative weights algorithm in online prediction


Mar 18, 2020
Erhan Bayraktar, H. Vincent Poor, Xin Zhang

* Keywords: Adversarial online learning, multiplicative weights algorithm, dynamic programming, partial differential equation approach, viscosity solutions 

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Private and Communication-Efficient Edge Learning: A Sparse Differential Gaussian-Masking Distributed SGD Approach


Jan 19, 2020
Xin Zhang, Minghong Fang, Jia Liu, Zhengyuan Zhu


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ResNetX: a more disordered and deeper network architecture


Dec 18, 2019
Wenfeng Feng, Xin Zhang, Guangpeng Zhao


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Finite-Time 4-Expert Prediction Problem


Dec 03, 2019
Erhan Bayraktar, Ibrahim Ekren, Xin Zhang

* Keywords: machine learning, expert advice framework, asymptotic expansion, inverse Laplace transform, regret minimization, Jacobi-theta function 

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Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting


Nov 01, 2019
Songbin Xu, Yang Xue, Xin Zhang, Lianwen Jin


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Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning: A Lipschitz-Inspired Coordinate-wise Median Approach


Sep 10, 2019
Haibo Yang, Xin Zhang, Minghong Fang, Jia Liu


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Neural Machine Reading Comprehension: Methods and Trends


Jul 15, 2019
Shanshan Liu, Xin Zhang, Sheng Zhang, Hui Wang, Weiming Zhang

* 39 pages 

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Machine Reading Comprehension: a Literature Review


Jun 30, 2019
Xin Zhang, An Yang, Sujian Li, Yizhong Wang

* 46 pages, preprint version 

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Distributed Linear Model Clustering over Networks: A Tree-Based Fused-Lasso ADMM Approach


May 28, 2019
Xin Zhang, Jia Liu, Zhengyuan Zhu


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Watermark retrieval from 3D printed objects via synthetic data training


May 23, 2019
Xin Zhang, Ning Jia, Ioannis Ivrissimtzis


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Spatial CUSUM for Signal Region Detection


Apr 05, 2019
Xin Zhang, Zhengyuan Zhu


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