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Identifying Influential Users in Unknown Social Networks for Adaptive Incentive Allocation Under Budget Restriction


Jul 14, 2021
Shiqing Wu, Weihua Li, Hao Shen, Quan Bai


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Deep auxiliary learning for visual localization using colorization task


Jul 01, 2021
Mi Tian, Qiong Nie, Hao Shen, Xiahua Xia


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Analysis and Optimisation of Bellman Residual Errors with Neural Function Approximation


Jun 17, 2021
Martin Gottwald, Sven Gronauer, Hao Shen, Klaus Diepold

* 29 pages, 8 figures 

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Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces


Feb 01, 2021
Alexander Sagel, Julian Wörmann, Hao Shen

* ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 
* \c{opyright} 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning


Dec 21, 2020
Alexander Sagel, Amit Sahu, Stefan Matthes, Holger Pfeifer, Tianming Qiu, Harald Rueß, Hao Shen, Julian Wörmann


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End-to-End Video Instance Segmentation with Transformers


Dec 04, 2020
Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, Huaxia Xia


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Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes


Nov 18, 2020
Feng Gao, Jincheng Yu, Hao Shen, Yu Wang, Huazhong Yang

* accepted by CoRL2020 

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Metapath- and Entity-aware Graph Neural Network for Recommendation


Oct 22, 2020
Zhiwei Han, Muhammad Umer Anwaar, Shyam Arumugaswamy, Thomas Weber, Tianming Qiu, Hao Shen, Yuanting Liu, Martin Kleinsteuber


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3D Scene Geometry-Aware Constraint for Camera Localization with Deep Learning


May 13, 2020
Mi Tian, Qiong Nie, Hao Shen

* Accepted for ICRA 2020 

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CenterMask: single shot instance segmentation with point representation


Apr 11, 2020
Yuqing Wang, Zhaoliang Xu, Hao Shen, Baoshan Cheng, Lirong Yang

* To appear at CVPR 2020 

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A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark


May 13, 2019
Yinglu Liu, Hailin Shi, Yue Si, Hao Shen, Xiaobo Wang, Tao Mei


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Grand Challenge of 106-Point Facial Landmark Localization


May 09, 2019
Yinglu Liu, Hao Shen, Yue Si, Xiaobo Wang, Xiangyu Zhu, Hailin Shi, Zhibin Hong, Hanqi Guo, Ziyuan Guo, Yanqin Chen, Bi Li, Teng Xi, Jun Yu, Haonian Xie, Guochen Xie, Mengyan Li, Qing Lu, Zengfu Wang, Shenqi Lai, Zhenhua Chai, Xiaoming Wei

* Accepted at ICME2019 Grand Challenge 

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A Generative Map for Image-based Camera Localization


Apr 16, 2019
Mingpan Guo, Stefan Matthes, Jiaojiao Ye, Hao Shen

* typo fixes 

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Joint Learning of Discriminative Low-dimensional Image Representations Based on Dictionary Learning and Two-layer Orthogonal Projections


Mar 27, 2019
Xian Wei, Hao Shen, Yuanxiang Li, Xuan Tang, Bo Jin, Lijun Zhao, Yi Lu Murphey

* Some inappropriate descriptions have been found in this paper 

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A Differential Topological View of Challenges in Learning with Feedforward Neural Networks


Nov 26, 2018
Hao Shen

* 17 pages, 3 figures 

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Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations


Oct 08, 2018
Xian Wei, Hao Shen, Martin Kleinsteuber

* 17 pages 

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Linearizing Visual Processes with Convolutional Variational Autoencoders


Mar 20, 2018
Alexander Sagel, Hao Shen


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Towards a Mathematical Understanding of the Difficulty in Learning with Feedforward Neural Networks


Nov 21, 2017
Hao Shen

* 22 pages, 1 figure, submitted for publication 

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Reinforcement Learning in Conflicting Environments for Autonomous Vehicles


Oct 22, 2016
Dominik Meyer, Johannes Feldmaier, Hao Shen


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$\ell_1$ Regularized Gradient Temporal-Difference Learning


Oct 05, 2016
Dominik Meyer, Hao Shen, Klaus Diepold


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Subsampled terahertz data reconstruction based on spatio-temporal dictionary learning


Jun 16, 2015
Vahid Abolghasemi, Hao Shen, Yaochun Shen, Lu Gan


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Texture Retrieval via the Scattering Transform


Jun 01, 2015
Alexander Sagel, Dominik Meyer, Hao Shen


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An Adaptive Dictionary Learning Approach for Modeling Dynamical Textures


Dec 19, 2013
Xian Wei, Hao Shen, Martin Kleinsteuber


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