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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 S√łgaard


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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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The Random Conditional Distribution for Higher-Order Probabilistic Inference

Mar 25, 2019
Zenna Tavares, Xin Zhang, Edgar Minaysan, Javier Burroni, Rajesh Ranganath, Armando Solar Lezama

* 12 pages 

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On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy

Mar 16, 2019
Yang Lou, Shiu Yin Yuen, Guanrong Chen, Xin Zhang

* 8 pages, 9 figures 

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Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module

Dec 07, 2018
Chenyang Li, Xin Zhang, Lufan Liao, Lianwen Jin, Weixin Yang

* Accepted by AAAI 2019 

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Verifying Fairness Properties via Concentration

Dec 02, 2018
Osbert Bastani, Xin Zhang, Armando Solar-Lezama


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Watermark Retrieval from 3D Printed Objects via Convolutional Neural Networks

Nov 19, 2018
Xin Zhang, Qian Wang, Toby Breckon, Ioannis Ivrissimtzis


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Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections

Aug 30, 2018
Xin Zhang, Armando Solar-Lezama, Rishabh Singh

* 24 pages 

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