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Differential Privacy for Pairwise Learning: Non-convex Analysis


May 07, 2021
Yilin Kang, Yong Liu, Jian Li, Weiping Wang

* 11 pages 

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Realtime Mobile Bandwidth and Handoff Predictions in 4G/5G Networks


Apr 27, 2021
Lifan Mei, Jinrui Gou, Yujin Cai, Houwei Cao, Yong Liu

* 12 pages 

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Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training


Apr 19, 2021
Chenyi Lei, Shixian Luo, Yong Liu, Wanggui He, Jiamang Wang, Guoxin Wang, Haihong Tang, Chunyan Miao, Houqiang Li


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DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time


Mar 31, 2021
Girmaw Abebe Tadesse, Hamza Javed, Yong Liu, Jin Liu, Jiyan Chen, Komminist Weldemariam, Tingting Zhu

* 10 pages 

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A Quantitative Metric for Privacy Leakage in Federated Learning


Feb 24, 2021
Yong Liu, Xinghua Zhu, Jianzong Wang, Jing Xiao

* Accepted to ICASSP 2021 

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LogME: Practical Assessment of Pre-trained Models for Transfer Learning


Feb 22, 2021
Kaichao You, Yong Liu, Mingsheng Long, Jianmin Wang

* 13 pages 

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One-shot Face Reenactment Using Appearance Adaptive Normalization


Feb 20, 2021
Guangming Yao, Yi Yuan, Tianjia Shao, Shuang Li, Shanqi Liu, Yong Liu, Mengmeng Wang, Kun Zhou

* 9 pages, 8 figures,3 tables ,Accepted by AAAI2021 

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Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation


Feb 05, 2021
Jilin Tang, Yi Yuan, Tianjia Shao, Yong Liu, Mengmeng Wang, Kun Zhou

* 9 pages, 8 figures 

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Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning


Jan 14, 2021
Tongyu Zong, Chen Li, Yuanyuan Lei, Guangyu Li, Houwei Cao, Yong Liu

* INFOCOM 2021 

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Keyword-Guided Neural Conversational Model


Dec 27, 2020
Peixiang Zhong, Yong Liu, Hao Wang, Chunyan Miao

* AAAI-2021 

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A Hybrid Bandit Framework for Diversified Recommendation


Dec 24, 2020
Qinxu Ding, Yong Liu, Chunyan Miao, Fei Cheng, Haihong Tang

* Accepted by AAAI 2021 

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CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth


Dec 18, 2020
Xingxing Zuo, Nathaniel Merrill, Wei Li, Yong Liu, Marc Pollefeys, Guoquan Huang

* 6 Figures 

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Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation


Dec 16, 2020
Hao Tang, Xingwei Liu, Kun Han, Shanlin Sun, Narisu Bai, Xuming Chen, Huang Qian, Yong Liu, Xiaohui Xie

* Accepted WACV 2021 

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FlowMOT: 3D Multi-Object Tracking by Scene Flow Association


Dec 15, 2020
Guangyao Zhai, Xin Kong, Jinhao Cui, Yong Liu, Zhen Yang


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FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Monocular Depth Completion


Dec 15, 2020
Lina Liu, Xibin Song, Xiaoyang Lyu, Junwei Diao, Mengmeng Wang, Yong Liu, Liangjun Zhang

* 9 pages, 5 figures. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation


Dec 14, 2020
Xiaoyang Lyu, Liang Liu, Mengmeng Wang, Xin Kong, Lina Liu, Yong Liu, Xinxin Chen, Yi Yuan

* 9 pages, 5 figures. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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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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