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Underwater Target Recognition based on Multi-Decision LOFAR Spectrum Enhancement: A Deep Learning Approach

Apr 26, 2021
Jie Chen, Jie Liu, Chang Liu, Jian Zhang, Bing Han

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Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications

Apr 26, 2021
Chang Liu, Xuemeng Liu, Zhiqiang Wei, Shaokang Hu, Derrick Wing Kwan Ng, Jinhong Yuan

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Semi-Supervised Domain Adaptation with Prototypical Alignment and Consistency Learning

Apr 19, 2021
Kai Li, Chang Liu, Handong Zhao, Yulun Zhang, Yun Fu

* 10 pages, 2 figures 

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Noise-resistant Deep Metric Learning with Ranking-based Instance Selection

Apr 12, 2021
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

* Accepted by CVPR 2021 

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Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning

Apr 06, 2021
Boyu Yang, Mingbao Lin, Binghao Liu, Mengying Fu, Chang Liu, Rongrong Ji, Qixiang Ye

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Learning to Simulate on Sparse Trajectory Data

Mar 22, 2021
Hua Wei, Chacha Chen, Chang Liu, Guanjie Zheng, Zhenhui Li

* Accepted by ECML-PKDD 2020, Best Applied Data Science Paper. 16 pages, 6 figures 

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AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision

Mar 22, 2021
Chang Liu, Xiaojuan Qi, Edmund Lam, Ngai Wong

* 10 pages, 6 figures 

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Ternary Hashing

Mar 19, 2021
Chang Liu, Lixin Fan, Kam Woh Ng, Yilun Jin, Ce Ju, Tianyu Zhang, Chee Seng Chan, Qiang Yang

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Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots

Mar 17, 2021
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan

* Accepted by ACM Transactions on Information Systems, 25 pages, 2 figures, 9 tables 

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Generalizing to Unseen Domains: A Survey on Domain Generalization

Mar 10, 2021
Jindong Wang, Cuiling Lan, Chang Liu, Yidong Ouyang, Tao Qin

* Technical report 

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Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection

Mar 10, 2021
Bohao Li, Boyu Yang, Chang Liu, Feng Liu, Rongrong Ji, Qixiang Ye

* This paper has been modified by the author due to errors 

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LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management

Mar 06, 2021
Jeremy Beauchamp, Razvan Bunescu, Cindy Marling, Zhongen Li, Chang Liu

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Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation

Mar 05, 2021
Chang Liu, Xiaoguang Li, Guohao Cai, Zhenhua Dong, Hong Zhu, Lifeng Shang

* Accepted at AAAI 2021 

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Learning Invariant Representations across Domains and Tasks

Mar 03, 2021
Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu

* Technical report, 12 pages 

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Target-Dependent Chemical Species Tomography with Hybrid Meshing of Sensing Regions

Feb 10, 2021
Rui Zhang, Godwin Enemali, Yong Bao, Chang Liu

* Submitted to IEEE Transactions on Instrumentation and Measurement 

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Robust and Secure Sum-Rate Maximization for Multiuser MISO Downlink Systems with Self-sustainable IRS

Jan 26, 2021
Shaokang Hu, Zhiqiang Wei, Yuanxin Cai, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan

* arXiv admin note: text overlap with arXiv:2005.11663 

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Gaussian Process-Based Model Predictive Control for Overtaking

Jan 22, 2021
Wenjun Liu, Chang Liu, Guang Chen, Peng Hang, Alois Knoll

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Towards Enhancing Fine-grained Details for Image Matting

Jan 22, 2021
Chang Liu, Henghui Ding, Xudong Jiang

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Bridge the Vision Gap from Field to Command: A Deep Learning Network Enhancing Illumination and Details

Jan 20, 2021
Zhuqing Jiang, Chang Liu, Ya'nan Wang, Kai Li, Aidong Men, Haiying Wang, Haiyong Luo

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Shed Various Lights on a Low-Light Image: Multi-Level Enhancement Guided by Arbitrary References

Jan 04, 2021
Ya'nan Wang, Zhuqing Jiang, Chang Liu, Kai Li, Aidong Men, Haiying Wang

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Deep Reinforcement Learning of Graph Matching

Dec 16, 2020
Chang Liu, Runzhong Wang, Zetian Jiang, Junchi Yan

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Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization

Dec 07, 2020
Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier

* Proceedings for "2020 IEEE Nuclear Science Symposium and Medical Imaging Conference" 

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Towards Spatio-Temporal Video Scene Text Detection via Temporal Clustering

Nov 19, 2020
Yuanqiang Cai, Chang Liu, Weiqiang Wang, Qixiang Ye

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Computational Design and Fabrication of Corrugated Mechanisms from Behavioral Specifications

Nov 10, 2020
Chang Liu, Wenzhong Yan, Ankur Mehta

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Adaptive Linear Span Network for Object Skeleton Detection

Nov 08, 2020
Chang Liu, Yunjie Tian, Jianbin Jiao, Qixiang Ye

* 13 pages, 9 figures 

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Latent Causal Invariant Model

Nov 04, 2020
Xinwei Sun, Botong Wu, Chang Liu, Xiangyu Zheng, Wei Chen, Tao Qin, Tie-yan Liu

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