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Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation


Oct 08, 2021
Ke Zhang, Sihong Chen, Qi Ju, Yong Jiang, Yucong Li, Xin He


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A Competitive Method to VIPriors Object Detection Challenge


Apr 19, 2021
Fei Shen, Xin He, Mengwan Wei, Yi Xie


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Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans


Feb 12, 2021
Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding

* Accepted by AAAI 2021, COVID-19, Neural Architecture Search, AutoML 

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Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans


Jan 26, 2021
Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu

* Neural Architecture Search, Evolutionary Algorithm, COVID-19, CT 

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Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models


Nov 20, 2019
Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu

* KDDBHI Workshop 2019, IEEE BigData Conference 

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Attacking Vision-based Perception in End-to-End Autonomous Driving Models


Oct 02, 2019
Adith Boloor, Karthik Garimella, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang

* under review in the Journal of Systems Architecture 2019. arXiv admin note: substantial text overlap with arXiv:1903.05157 

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Performance and Power Evaluation of AI Accelerators for Training Deep Learning Models


Sep 22, 2019
Yuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu

* There are some technical mistakes, and need to be carefully revised. So we choose to withdraw 

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AutoML: A Survey of the State-of-the-Art


Aug 14, 2019
Xin He, Kaiyong Zhao, Xiaowen Chu

* 17 pages 

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Symmetry-constrained Rectification Network for Scene Text Recognition


Aug 06, 2019
MingKun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, Xiang Bai

* The paper was accepted to ICCV2019 

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Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models


Mar 12, 2019
Adith Boloor, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang


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Sparse Learning in reproducing kernel Hilbert space


Jan 03, 2019
Xin He, Junhui Wang


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Scene Text Detection and Recognition: The Deep Learning Era


Dec 06, 2018
Shangbang Long, Xin He, Cong Yao


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TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes


Jul 04, 2018
Shangbang Long, Jiaqiang Ruan, Wenjie Zhang, Xin He, Wenhao Wu, Cong Yao

* 17 pages, accepted to ECCV2018 

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AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference


May 21, 2018
Xin He, Liu Ke, Wenyan Lu, Guihai Yan, Xuan Zhang

* In International Symposium on Low Power Electronics and Design (ISLPED) 2018 

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Scalable kernel-based variable selection with sparsistency


Feb 27, 2018
Xin He, Junhui Wang, Shaogao Lv

* 27 pages, 5 figures 

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