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Compound eye inspired flat lensless imaging with spatially-coded Voronoi-Fresnel phase


Sep 28, 2021
Qiang Fu, Dong-Ming Yan, Wolfgang Heidrich

* 14 pages, 6 figures, 1 video, 1 video description, and 1 supplementary information 

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Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display


Sep 16, 2021
Seung-Hwan Baek, Ethan Tseng, Andrew Maimone, Nathan Matsuda, Grace Kuo, Qiang Fu, Wolfgang Heidrich, Douglas Lanman, Felix Heide


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Neuron Campaign for Initialization Guided by Information Bottleneck Theory


Aug 14, 2021
Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang

* 5 pages, Accepted by CIKM'21 

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A Miniature Biological Eagle-Eye Vision System for Small Target Detection


Jul 18, 2021
Shutai Wang, Qiang Fu, Yinhao Hu, Chunhua Zhang, Wei He

* submitted to 2021 Chinese Automation Congress (CAC 2021) 

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Vision-Based Target Localization for a Flapping-Wing Aerial Vehicle


Jul 15, 2021
Xinghao Dong, Qiang Fu, Chunhua Zhang, Wei He

* Submitted to the 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC2021) 

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Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models


Jul 02, 2021
Geng Deng, Guangning Xu, Qiang Fu, Xindong Wang, Jing Qin

* Updated with new latex template, 33 pages 

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Learnable Reconstruction Methods from RGB Images to Hyperspectral Imaging: A Survey


Jun 30, 2021
Jingang Zhang, Runmu Su, Wenqi Ren, Qiang Fu, Yunfeng Nie


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Boosting Offline Reinforcement Learning with Residual Generative Modeling


Jun 22, 2021
Hua Wei, Deheng Ye, Zhao Liu, Hao Wu, Bo Yuan, Qiang Fu, Wei Yang, Zhenhui Li

* Accepted by IJCAI 2021, appendix included, 9 pages, 4 figures, 2 tables 

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MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks


May 13, 2021
Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang

* Paper accepted at IJCAI 2021 

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Joint Online Multichannel Acoustic Echo Cancellation, Speech Dereverberation and Source Separation


Apr 09, 2021
Yueyue Na, Ziteng Wang, Zhang Liu, Biao Tian, Qiang Fu

* submitted to INTERSPEECH 2021 

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Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging


Mar 30, 2021
Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide

* CVPR 2021. Project page and code: https://light.princeton.edu/publication/mask-tof 

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Deep Learning based 3D Segmentation: A Survey


Mar 10, 2021
Yong He, Hongshan Yu, Xiaoyan Liu, Zhengeng Yang, Wei Sun, Yaonan Wang, Qiang Fu, Yanmei Zou, Ajmal Mian

* Under review of ACM Computing Surveys, 36 pages, 10 tables, 9 figures 

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Weighted Recursive Least Square Filter and Neural Network based Residual Echo Suppression for the AEC-Challenge


Feb 18, 2021
Ziteng Wang, Yueyue Na, Zhang Liu, Biao Tian, Qiang Fu

* 5 pages, 2 figures, accepted by ICASSP 2021 

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Multi-Agent Deep Reinforcement Learning for Request Dispatching in Distributed-Controller Software-Defined Networking


Feb 06, 2021
Victoria Huang, Gang Chen, Qiang Fu


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Towards Playing Full MOBA Games with Deep Reinforcement Learning


Dec 31, 2020
Deheng Ye, Guibin Chen, Wen Zhang, Sheng Chen, Bo Yuan, Bo Liu, Jia Chen, Zhao Liu, Fuhao Qiu, Hongsheng Yu, Yinyuting Yin, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang, Wei Liu

* NeurIPS 2020 

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Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search


Dec 18, 2020
Sheng Chen, Menghui Zhu, Deheng Ye, Weinan Zhang, Qiang Fu, Wei Yang


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Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings


Nov 25, 2020
Deheng Ye, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang

* IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

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PL-VINS: Real-Time Monocular Visual-Inertial SLAM with Point and Line Features


Oct 11, 2020
Qiang Fu, Jialong Wang, Hongshan Yu, Islam Ali, Feng Guo, Yijia He, Hong Zhang

* Visual-Inertial SLAM, LSD, Lines, SLAM, VINS-Mono 

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PL-VINS: Real-Time Monocular Visual-Inertial SLAM with Point and Line


Sep 16, 2020
Qiang Fu, Jialong Wang, Hongshan Yu, Islam Ali, Feng Guo, Hong Zhang

* Visual-Inertial SLAM, LSD, Lines, SLAM, VINS-Mono 

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FastORB-SLAM: a Fast ORB-SLAM Method with Coarse-to-Fine Descriptor Independent Keypoint Matching


Aug 22, 2020
Qiang Fu, Hongshan Yu, Xiaolong Wang, Zhengeng Yang, Hong Zhang, Ajmal Mian

* Keypoint Matching, Optical Flow, Motion Model, ORB SLAM, Pose, Estimation, Visual SLAM 

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Mastering Complex Control in MOBA Games with Deep Reinforcement Learning


Jan 03, 2020
Deheng Ye, Zhao Liu, Mingfei Sun, Bei Shi, Peilin Zhao, Hao Wu, Hongsheng Yu, Shaojie Yang, Xipeng Wu, Qingwei Guo, Qiaobo Chen, Yinyuting Yin, Hao Zhang, Tengfei Shi, Liang Wang, Qiang Fu, Wei Yang, Lanxiao Huang

* accepted as a conference paper by AAAI-2020 

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Real time backbone for semantic segmentation


Mar 16, 2019
Zhengeng Yang, Hongshan Yu, Qiang Fu, Wei Sun, Wenyan Jia, Mingui Sun, Zhi-Hong Mao

* 6pages 

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Optimizing Controller Placement for Software-Defined Networks


Feb 14, 2019
Victoria Huang, Gang Chen, Qiang Fu, Elliott Wen


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Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System


Jan 29, 2019
Muhammad Ammad-ud-din, Elena Ivannikova, Suleiman A. Khan, Were Oyomno, Qiang Fu, Kuan Eeik Tan, Adrian Flanagan

* 12 pages, 2 figures, 2 tables, submitted to a conference 

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Hierarchical Macro Strategy Model for MOBA Game AI


Dec 19, 2018
Bin Wu, Qiang Fu, Jing Liang, Peng Qu, Xiaoqian Li, Liang Wang, Wei Liu, Wei Yang, Yongsheng Liu


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Hyperspectral Light Field Stereo Matching


Sep 04, 2017
Kang Zhu, Yujia Xue, Qiang Fu, Sing Bing Kang, Xilin Chen, Jingyi Yu


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