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Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain

Nov 09, 2020
Senrong You, Yong Liu, Baiying Lei, Shuqiang Wang

* 9 pages, 11figures 

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HILONet: Hierarchical Imitation Learning from Non-Aligned Observations

Nov 05, 2020
Shanqi Liu, Junjie Cao, Wenzhou Chen, Licheng Wen, Yong Liu


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Moving Forward in Formation: A Decentralized Hierarchical Learning Approach to Multi-Agent Moving Together

Nov 04, 2020
Shanqi Liu, Licheng Wen, Jinhao Cui, Xuemeng Yang, Junjie Cao, Yong Liu


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CL-MAPF: Multi-Agent Path Finding for Car-Like Robots with Kinematic and Spatiotemporal Constraints

Nov 01, 2020
Licheng Wen, Zhen Zhang, Zhe Chen, Xiangrui Zhao, Yong Liu


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APB2FaceV2: Real-Time Audio-Guided Multi-Face Reenactment

Oct 25, 2020
Jiangning Zhang, Xianfang Zeng, Chao Xu, Jun Chen, Yong Liu, Yunliang Jiang

* ICASSP'21 

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A Pre-training Strategy for Recommendation

Oct 23, 2020
Susen Yang, Yong Liu, Chenyi Lei, Guoxin Wang, Haihong Tang, Juyong Zhang, Chunyan Miao


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F-Siamese Tracker: A Frustum-based Double Siamese Network for 3D Single Object Tracking

Oct 22, 2020
Hao Zou, Jinhao Cui, Xin Kong, Chujuan Zhang, Yong Liu, Feng Wen, Wanlong Li

* 7pages, 5 figure 

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Semantic Graph Based Place Recognition for 3D Point Clouds

Aug 26, 2020
Xin Kong, Xuemeng Yang, Guangyao Zhai, Xiangrui Zhao, Xianfang Zeng, Mengmeng Wang, Yong Liu, Wanlong Li, Feng Wen

* 8 pages. Accpeted by IROS-2020 

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LIC-Fusion 2.0: LiDAR-Inertial-Camera Odometry with Sliding-Window Plane-Feature Tracking

Aug 17, 2020
Xingxing Zuo, Yulin Yang, Patrick Geneva, Jiajun Lv, Yong Liu, Guoquan Huang, Marc Pollefeys

* 8 pages; Accepted by a conference 

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DTVNet: Dynamic Time-lapse Video Generation via Single Still Image

Aug 11, 2020
Jiangning Zhang, Chao Xu, Liang Liu, Mengmeng Wang, Xia Wu, Yong Liu, Yunliang Jiang


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Targetless Calibration of LiDAR-IMU System Based on Continuous-time Batch Estimation

Jul 29, 2020
Jiajun Lv, Jinhong Xu, Kewei Hu, Yong Liu, Xingxing Zuo


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Dive Deeper Into Box for Object Detection

Jul 15, 2020
Ran Chen, Yong Liu, Mengdan Zhang, Shu Liu, Bei Yu, Yu-Wing Tai

* Accepted by ECCV 2020 

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Neural Architecture Optimization with Graph VAE

Jun 18, 2020
Jian Li, Yong Liu, Jiankun Liu, Weiping Wang


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Kinematics Based Visual Localization for Skid-Steering Robots: Algorithm and Theory

Jun 08, 2020
Xingxing Zuo, Mingming Zhang, Yiming Chen, Guoquan Huang, Yong Liu, Mingyang Li

* 21 pages, 11 figures; Submitted to IJRR 

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Collision-free Trajectory Planning for Autonomous Surface Vehicle

May 20, 2020
Licheng Wen, Jiaqing Yan, Xuemeng Yang, Yong Liu, Yong Gu


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Hierarchical and Efficient Learning for Person Re-Identification

May 18, 2020
Jiangning Zhang, Liang Liu, Chao Xu, Yong Liu


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APB2Face: Audio-guided face reenactment with auxiliary pose and blink signals

Apr 30, 2020
Jiangning Zhang, Liang Liu, Zhucun Xue, Yong Liu

* ICASSP 2020 

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Endowing Empathetic Dialogue Systems with Personas

Apr 30, 2020
Peixiang Zhong, Yao Sun, Yong Liu, Chen Zhang, Hao Wang, Zaiqing Nie, Chunyan Miao


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Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations

Apr 12, 2020
Shaohua Li, Xiuchao Sui, Jie Fu, Yong Liu, Rick Siow Mong Goh

* 20 pages 

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Extended Feature Pyramid Network for Small Object Detection

Apr 09, 2020
Chunfang Deng, Mengmeng Wang, Liang Liu, Yong Liu

* With the agreement of all authors, we would like to withdraw the manuscript. For lack of some experiments, a part of important claims cannot stand solidly. We need to further carry out experiments, and reconsider the rationality of these claims 

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A Learning Framework for n-bit Quantized Neural Networks toward FPGAs

Apr 06, 2020
Jun Chen, Liang Liu, Yong Liu, Xianfang Zeng

* IEEE Transactions on Neural Networks and Learning Systems 2020 
* This paper has been accepted for publication in the IEEE Transactions on Neural Networks and Learning Systems 

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Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation

Mar 29, 2020
Liang Liu, Jiangning Zhang, Ruifei He, Yong Liu, Yabiao Wang, Ying Tai, Donghao Luo, Chengjie Wang, Jilin Li, Feiyue Huang

* Accepted to CVPR 2020 

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Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose

Mar 29, 2020
Xianfang Zeng, Yusu Pan, Mengmeng Wang, Jiangning Zhang, Yong Liu


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Theoretical Analysis of Divide-and-Conquer ERM: Beyond Square Loss and RKHS

Mar 17, 2020
Yong Liu, Lizhong Ding, Weiping Wang


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Nearly Optimal Risk Bounds for Kernel K-Means

Mar 09, 2020
Yong Liu, Lizhong Ding, Hua Zhang, Wenqi Ren, Xiao Zhang, Shali Jiang, Xinwang Liu, Weiping Wang


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Risk Analysis of Divide-and-Conquer ERM

Mar 09, 2020
Yong Liu, Lizhong Ding, Weiping Wang


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Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks

Mar 04, 2020
Jun Chen, Yong Liu, Hao Zhang, Shengnan Hou, Jian Yang

* IEEE Journal of Selected Topics in Signal Processing 2020 
* This paper has been accepted for publication in the IEEE Journal of Selected Topics in Signal Processing 

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Convolutional Spectral Kernel Learning

Feb 28, 2020
Jian Li, Yong Liu, Weiping Wang


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Differentially Private ERM Based on Data Perturbation

Feb 20, 2020
Yilin Kang, Yong Liu, Lizhong Ding, Xinwang Liu, Xinyi Tong, Weiping Wang


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