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Mingliang Xu

Zhengzhou University

Zero-sample surface defect detection and classification based on semantic feedback neural network


Jun 15, 2021
Yibo Guo, Yiming Fan, Zhiyang Xiang, Haidi Wang, Wenhua Meng, Mingliang Xu

* 28 pages 10 figures 

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User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning


Jun 14, 2021
Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu

* 12 pages, 8 figures 

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A self-adapting super-resolution structures framework for automatic design of GAN


Jun 10, 2021
Yibo Guo, Haidi Wang, Yiming Fan, Shunyao Li, Mingliang Xu

* 9 pages, 6 figures 

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Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN


Jun 10, 2021
Yibo Guo, Haidi Wang, Yiming Fan, Shunyao Li, Mingliang Xu

* 8 pages, 3 figures 

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Antagonistic Crowd Simulation Model Integrating Emotion Contagion and Deep Reinforcement Learning


Apr 29, 2021
Pei Lv, Boya Xu, Chaochao Li, Qingqing Yu, Bing Zhou, Mingliang Xu


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Lottery Jackpots Exist in Pre-trained Models


Apr 18, 2021
Yuxin Zhang, Mingbao Lin, Fei Chao, Yan Wang, Yongjian Wu, Feiyue Huang, Mingliang Xu, Yonghong Tian, Rongrong Ji

* 10 pages, 7 figures 

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Revisiting Deep Local Descriptor for Improved Few-Shot Classification


Mar 30, 2021
Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Meng Wang

* 12 pages, 7 figures, 6 tables 

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Multi-Agent Path Planning based on MPC and DDPG


Feb 26, 2021
Junxiao Xue, Xiangyan Kong, Bowei Dong, Mingliang Xu


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SiMaN: Sign-to-Magnitude Network Binarization


Feb 16, 2021
Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Fei Chao, Mingliang Xu, Chia-Wen Lin, Ling Shao


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Probability Trajectory: One New Movement Description for Trajectory Prediction


Jan 26, 2021
Pei Lv, Hui Wei, Tianxin Gu, Yuzhen Zhang, Xiaoheng Jiang, Bing Zhou, Mingliang Xu

* 9 pages 

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Trear: Transformer-based RGB-D Egocentric Action Recognition


Jan 05, 2021
Xiangyu Li, Yonghong Hou, Pichao Wang, Zhimin Gao, Mingliang Xu, Wanqing Li

* Accepted by IEEE Transactions 

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Transformer Guided Geometry Model for Flow-Based Unsupervised Visual Odometry


Dec 08, 2020
Xiangyu Li, Yonghong Hou, Pichao Wang, Zhimin Gao, Mingliang Xu, Wanqing Li


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Learning Efficient GANs using Differentiable Masks and co-Attention Distillation


Nov 21, 2020
Shaojie Li, Mingbao Lin, Yan Wang, Mingliang Xu, Feiyue Huang, Yongjian Wu, Ling Shao, Rongrong Ji


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An End-to-end Method for Producing Scanning-robust Stylized QR Codes


Nov 16, 2020
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren

* 11 pages, 16 figures 

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Memory-Augmented Relation Network for Few-Shot Learning


May 13, 2020
Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Zhengjun Zha, Meng Wang

* To be submitted to ACM Multimedia 2020 

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BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation


Mar 31, 2020
Yifeng Chen, Guangchen Lin, Songyuan Li, Bourahla Omar, Yiming Wu, Fangfang Wang, Junyi Feng, Mingliang Xu, Xi Li

* to be published in CVPR2020, oral paper 

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Reinforcement Learning based Visual Navigation with Information-Theoretic Regularization


Dec 09, 2019
Qiaoyun Wu, Kai Xu, Jun Wang, Mingliang Xu, Dinesh Manocha

* 12 pages, corresponding author: Mingliang Xu ([email protected]

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Personality-Aware Probabilistic Map for Trajectory Prediction of Pedestrians


Nov 01, 2019
Chaochao Li, Pei Lv, Mingliang Xu, Xinyu Wang, Dinesh Manocha, Bing Zhou, Meng Wang


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Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization


Sep 24, 2019
Pei Lv, Haiyu Yu, Junxiao Xue, Junjin Cheng, Lisha Cui, Bing Zhou, Mingliang Xu, Yi Yang

* 12 pages,7 figures 

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Robust and Efficient Fuzzy C-Means Clustering Constrained on Flexible Sparsity


Sep 05, 2019
Jinglin Xu, Junwei Han, Mingliang Xu, Feiping Nie, Xuelong Li


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Adaptive Exploration for Unsupervised Person Re-Identification


Jul 09, 2019
Yuhang Ding, Hehe Fan, Mingliang Xu, Yi Yang


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Predicting the Results of LTL Model Checking using Multiple Machine Learning Algorithms


Jan 23, 2019
Weijun Zhu, Mingliang Xu

* 7 pages, 3 figures 

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Abnormal Event Detection and Location for Dense Crowds using Repulsive Forces and Sparse Reconstruction


Aug 21, 2018
Pei Lv, Shunhua Liu, Mingliang Xu, Bing Zhou


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Bi-directional Graph Structure Information Model for Multi-Person Pose Estimation


Aug 19, 2018
Jing Wang, Ze Peng, Pei Lv, Junyi Sun, Bing Zhou, Mingliang Xu


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MDSSD: Multi-scale Deconvolutional Single Shot Detector for Small Objects


Aug 19, 2018
Mingliang Xu, Lisha Cui, Pei Lv, Xiaoheng Jiang, Jianwei Niu, Bing Zhou, Meng Wang


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USAR: an Interactive User-specific Aesthetic Ranking Framework for Images


Aug 16, 2018
Pei Lv, Meng Wang, Yongbo Xu, Ze Peng, Junyi Sun, Shimei Su, Bing Zhou, Mingliang Xu


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Depth Information Guided Crowd Counting for Complex Crowd Scenes


Apr 23, 2018
Mingliang Xu, Zhaoyang Ge, Xiaoheng Jiang, Gaoge Cui, Pei Lv, Bing Zhou, Changsheng Xu

* 9 pages, 8 figures. The paper is under consideration at Pattern Recognition Letters 

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Learning Correspondence Structures for Person Re-identification


Apr 27, 2017
Weiyao Lin, Yang Shen, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang, Ke Lu

* IEEE Trans. Image Processing, vol. 26, no. 5, pp. 2438-2453, 2017. The project page for this paper is available at http://min.sjtu.edu.cn/lwydemo/personReID.htm arXiv admin note: text overlap with arXiv:1504.06243 

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A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories


Apr 26, 2017
Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, Zicheng Liu

* IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2016.2608884, 2016. Code for our work is available at http://min.sjtu.edu.cn/lwydemo/Trajectory%20analysis.htm 

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