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Multi-Agent Reinforcement Learning in NOMA-aided UAV Networks for Cellular Offloading

Oct 18, 2020
Ruikang Zhong, Xiao Liu, Yuanwei Liu, Yue Chen

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Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN

Oct 16, 2020
Xiao Liu, Jiajie Zhang, Siting Li, Zuotong Wu, Yang Yu

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TP-LSD: Tri-Points Based Line Segment Detector

Sep 11, 2020
Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu

* Europeon Conference on Computer Vision (2020) 
* Accepted by ECCV 2020 

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Metrics for Exposing the Biases of Content-Style Disentanglement

Aug 31, 2020
Xiao Liu, Spyridon Thermos, Gabriele Valvano, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris

* 21 pages, 8 figures 

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Disentangled Representations for Domain-generalized Cardiac Segmentation

Aug 26, 2020
Xiao Liu, Spyridon Thermos, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris

* Accepted by STACOM 2020 

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Dialogue State Induction Using Neural Latent Variable Models

Aug 13, 2020
Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

* IJCAI 2020 

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Self-supervised Learning: Generative or Contrastive

Jun 29, 2020
Xiao Liu, Fanjin Zhang, Zhenyu Hou, Zhaoyu Wang, Li Mian, Jing Zhang, Jie Tang

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M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network

May 28, 2020
Baichuan Huang, Hongwei Yi, Can Huang, Yijia He, Jingbin Liu, Xiao Liu

* Welcome to communicate with the author by the repo 

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Online Non-convex Learning for River Pollution Source Identification

May 22, 2020
Wenjie Huang, Jing Jiang, Xiao Liu

* 27 Pages, 7 Figures 

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Studying Product Competition Using Representation Learning

May 21, 2020
Fanglin Chen, Xiao Liu, Davide Proserpio, Isamar Troncoso, Feiyu Xiong

* 8 pages, to be published in SIGIR '20 

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Neighborhood Matching Network for Entity Alignment

May 12, 2020
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* 11 pages, accepted by ACL 2020 

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Using Noisy Self-Reports to Predict Twitter User Demographics

May 01, 2020
Zach Wood-Doughty, Paiheng Xu, Xiao Liu, Mark Dredze

* The first two authors had an equal contribution 

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Have you forgotten? A method to assess if machine learning models have forgotten data

Apr 21, 2020
Xiao Liu, Sotirios A Tsaftaris

* 11 pages, 2 figures and 2 tables 

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TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning

Apr 21, 2020
Pengcheng Wang, Zihao Wang, Zhilong Ji, Xiao Liu, Songfan Yang, Zhongqin Wu

* 4 pages, 2 figures, 3 tables, CVPRW2020 

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NPF-MVSNet: Normal and Pyramid Feature Aided Unsupervised MVS Network

Apr 21, 2020
Baichuan Huang, Can Huang, Yijia He, Jingbin Liu, Xiao Liu

* Welcome to communicate with the author by the repo 

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An end-to-end CNN framework for polarimetric vision tasks based on polarization-parameter-constructing network

Apr 19, 2020
Yong Wang, Qi Liu, Hongyu Zu, Xiao Liu, Ruichao Xie, Feng Wang

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Leveraging Planar Regularities for Point Line Visual-Inertial Odometry

Apr 16, 2020
Xin Li, Yijia He, Jinlong Lin, Xiao Liu

* Submission to IROS 2020 

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News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition

Apr 04, 2020
Xiao Liu, Heyan Huang, Yue Zhang, Changsen Yuan

* 12 pages 

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Predictions of 2019-nCoV Transmission Ending via Comprehensive Methods

Feb 20, 2020
Tianyu Zeng, Yunong Zhang, Zhenyu Li, Xiao Liu, Binbin Qiu

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Artificial Intelligence Aided Next-Generation Networks Relying on UAVs

Jan 28, 2020
Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo

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RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design

Jan 28, 2020
Xiao Liu, Yuanwei Liu, Yue Chen, H. Vincent Poor

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Dynamic Instance Normalization for Arbitrary Style Transfer

Nov 16, 2019
Yongcheng Jing, Xiao Liu, Yukang Ding, Xinchao Wang, Errui Ding, Mingli Song, Shilei Wen

* Accepted to AAAI 2020 (Oral) 

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Coarse-To-Fine Visual Localization Using Semantic Compact Map

Oct 17, 2019
Ziwei Liao, Jieqi Shi, Xianyu Qi, Xiaoyu Zhang, Wei Wang, Yijia He, Ran Wei, Xiao Liu

* Video Demo: 

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TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation

Oct 14, 2019
Fan Yang, Xiao Liu, Dongliang He, Chuang Gan, Jian Wang, Chao Li, Fu Li, Shilei Wen

* ICCV intelligent short video workshop 

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Jointly Learning Entity and Relation Representations for Entity Alignment

Sep 20, 2019
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* to appear in EMNLP 2019 

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Image Inpainting with Learnable Bidirectional Attention Maps

Sep 05, 2019
Chaohao Xie, Shaohui Liu, Chao Li, Ming-Ming Cheng, Wangmeng Zuo, Xiao Liu, Shilei Wen, Errui Ding

* 18 pages, 16 figures, 2 tables, main paper + supplementary material (Accepted at ICCV, 2019) 

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