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AutoGL: A Library for Automated Graph Learning


Apr 11, 2021
Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu

* 8 pages, 1 figure, accepted at ICLR 2021 Workshop on Geometrical and Topological Representation Learning 

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An Initial Investigation for Detecting Partially Spoofed Audio


Apr 06, 2021
Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi, Jose Patino, Nicholas Evans

* Submitted to INTERSPEECH 2021 

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Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting


Apr 06, 2021
Xin Wang, Yang Zhao, Tangwen Yang, Qiuqi Ruan

* ICSP2020 

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Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances


Apr 04, 2021
Chang Zeng, Xin Wang, Erica Cooper, Junichi Yamagishi

* Submitted to INTERSPEECH 2021 

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Online Learning of a Probabilistic and Adaptive Scene Representation


Mar 31, 2021
Zike Yan, Xin Wang, Hongbin Zha

* CVPR 2021 

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One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks


Mar 29, 2021
Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang

* 30 pages, 6 figures 

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A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection


Mar 21, 2021
Xin Wang, Junich Yamagishi

* Submitted to Interspeech 2021 

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Game-theoretic Understanding of Adversarially Learned Features


Mar 12, 2021
Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Xu Cheng, Xin Wang, Yiting Chen, Jie Shi, Quanshi Zhang


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Sparse Kronecker-Product Coding for Unsourced Multiple Access


Mar 08, 2021
Zeyu Han, Xiaojun Yuan, Chongbin Xu, Shuchao Jiang, Xin Wang

* Submitted to IEEE Wireless Communications Letters 

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Automated Machine Learning on Graphs: A Survey


Mar 05, 2021
Ziwei Zhang, Xin Wang, Wenwu Zhu

* 8 pages, 1 figure 

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A Hybrid Quantum-Classical Hamiltonian Learning Algorithm


Mar 01, 2021
Youle Wang, Guangxi Li, Xin Wang

* 24 pages 

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Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation


Feb 28, 2021
Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge


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MetaDelta: A Meta-Learning System for Few-shot Image Classification


Feb 22, 2021
Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu


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ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech


Feb 11, 2021
Andreas Nautsch, Xin Wang, Nicholas Evans, Tomi Kinnunen, Ville Vestman, Massimiliano Todisco, Héctor Delgado, Md Sahidullah, Junichi Yamagishi, Kong Aik Lee


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LOCCNet: a machine learning framework for distributed quantum information processing


Jan 28, 2021
Xuanqiang Zhao, Benchi Zhao, Zihe Wang, Zhixin Song, Xin Wang

* 18 pages 

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A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics


Jan 27, 2021
Yitian Yuan, Xiaohan Lan, Long Chen, Wei Liu, Xin Wang, Wenwu Zhu


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Instance-Aware Predictive Navigation in Multi-Agent Environments


Jan 14, 2021
Jinkun Cao, Xin Wang, Trevor Darrell, Fisher Yu


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Multimodal Gait Recognition for Neurodegenerative Diseases


Jan 07, 2021
Aite Zhao, Jianbo Li, Junyu Dong, Lin Qi, Qianni Zhang, Ning Li, Xin Wang, Huiyu Zhou


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Joint Optimization of Trajectory, Propulsion and Thrust Powers for Covert UAV-on-UAV Video Tracking and Surveillance


Dec 22, 2020
Shuyan Hu, Wei Ni, Xin Wang, Abbas Jamalipour, Dean Ta

* IEEE Transactions on Information Forensics and Security, accepted, 21 Dec. 2020 

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VSQL: Variational Shadow Quantum Learning for Classification


Dec 15, 2020
Guangxi Li, Zhixin Song, Xin Wang

* 20 pages. To appear in the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling


Nov 27, 2020
Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge


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Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction


Nov 25, 2020
Anzhu Yu, Wenyue Guo, Bing Liu, Xin Chen, Xin Wang, Xuefeng Cao, Bingchuan Jiang


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Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis


Nov 10, 2020
Erica Cooper, Xin Wang, Yi Zhao, Yusuke Yasuda, Junichi Yamagishi

* Technical report 

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Fast Local Attack: Generating Local Adversarial Examples for Object Detectors


Oct 27, 2020
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu

* Published in: 2020 International Joint Conference on Neural Networks (IJCNN) 

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A Comprehensive Survey on Curriculum Learning


Oct 25, 2020
Xin Wang, Yudong Chen, Wenwu Zhu

* 26 pages, 7 figures 

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End-to-End Text-to-Speech using Latent Duration based on VQ-VAE


Oct 20, 2020
Yusuke Yasuda, Xin Wang, Junichi Yamagishi


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SWIPENET: Object detection in noisy underwater images


Oct 19, 2020
Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou

* arXiv admin note: text overlap with arXiv:2005.11552 

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Holistic Combination of Structural and Textual Code Information for Context based API Recommendation


Oct 15, 2020
Chi Chen, Xin Peng, Zhenchang Xing, Jun Sun, Xin Wang, Yifan Zhao, Wenyun Zhao


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