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Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN(SRG-Net)


Jul 28, 2021
Yao Hu, Guohua Geng, Kang Li, Wei Zhou, Xingxing Hao, Xin Cao

* arXiv admin note: substantial text overlap with arXiv:2012.00433 

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Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point Clouds


Jul 28, 2021
Wei Zhou, Xin Cao, Xiaodan Zhang, Xingxing Hao, Dekui Wang, Ying He

* arXiv admin note: substantial text overlap with arXiv:2104.14834 

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Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection


Jul 26, 2021
Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue, Songlin Hu

* Accepted by ACL 2021 main conference 

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A Fixed Version of Quadratic Program in Gradient Episodic Memory


Jul 07, 2021
Wei Zhou, Yiying Li


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PEN4Rec: Preference Evolution Networks for Session-based Recommendation


Jun 17, 2021
Dou Hu, Lingwei Wei, Wei Zhou, Xiaoyong Huai, Zhiqi Fang, Songlin Hu

* 12 pages, accepted by KSEM 2021 

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Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment


May 19, 2021
Jun Fu, Chen Hou, Wei Zhou, Jiahua Xu, Zhibo Chen

* 10 pages 

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Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness


May 15, 2021
Wei Zhou, Zhou Wang, Zhibo Chen

* Accepted by QoMEX 2021 

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SRLF: A Stance-aware Reinforcement Learning Framework for Content-based Rumor Detection on Social Media


May 10, 2021
Chunyuan Yuan, Wanhui Qian, Qianwen Ma, Wei Zhou, Songlin Hu


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Multi Voxel-Point Neurons Convolution (MVPConv) for Fast and Accurate 3D Deep Learning


Apr 30, 2021
Wei Zhou, Xin Cao, Xiaodan Zhang, Xingxing Hao, Dekui Wang, Ying He


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Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition


Apr 19, 2021
Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schl├╝ter, Hermann Ney

* submitted to Interspeech2021 

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Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept


Apr 13, 2021
Wei Zhou, Albert Zeyer, Andr├ę Merboldt, Ralf Schl├╝ter, Hermann Ney

* submitted to Interspeech2021 

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Bayesian Graph Convolutional Network for Traffic Prediction


Apr 01, 2021
Jun Fu, Wei Zhou, Zhibo Chen

* 9 pages 

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No-Reference Quality Assessment for 360-degree Images by Analysis of Multi-frequency Information and Local-global Naturalness


Feb 22, 2021
Wei Zhou, Jiahua Xu, Qiuping Jiang, Zhibo Chen


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FedH2L: Federated Learning with Model and Statistical Heterogeneity


Jan 27, 2021
Yiying Li, Wei Zhou, Huaimin Wang, Haibo Mi, Timothy M. Hospedales


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Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning


Dec 14, 2020
Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu

* Accepted as a long paper at COLING 2020 

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Deep Multi-Scale Features Learning for Distorted Image Quality Assessment


Dec 01, 2020
Wei Zhou, Zhibo Chen


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SRG-Net: Unsupervised Segmentation for Terracotta Warrior Point Cloud with 3D Pointwise CNN methods


Dec 01, 2020
Yao Hu, Guohua Geng, Kang Li, Wei Zhou, Xingxing Hao, Xin Cao


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Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition


Nov 09, 2020
Wei Zhou, Simon Berger, Ralf Schl├╝ter, Hermann Ney

* submitted to ICASSP2021 

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Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting


Oct 15, 2020
Jun Fu, Wei Zhou, Zhibo Chen

* 7 pages 

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Affinity Space Adaptation for Semantic Segmentation Across Domains


Sep 26, 2020
Wei Zhou, Yukang Wang, Jiajia Chu, Jiehua Yang, Xiang Bai, Yongchao Xu

* Accepted by IEEE TIP 

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Residual Spatial Attention Network for Retinal Vessel Segmentation


Sep 18, 2020
Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou, Haodong Bian

* ICONIP 2020 

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LIRA: Lifelong Image Restoration from Unknown Blended Distortions


Aug 19, 2020
Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen

* ECCV2020 accepted 

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Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration


Jul 22, 2020
Xin Li, Xin Jin, Jianxin Lin, Tao Yu, Sen Liu, Yaojun Wu, Wei Zhou, Zhibo Chen

* Accepted by ECCV2020 

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Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis


Jul 16, 2020
Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu

* 16 pages, accepted by ECML-PKDD 2020 

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Rethinking Distributional Matching Based Domain Adaptation


Jul 03, 2020
Bo Li, Yezhen Wang, Tong Che, Shanghang Zhang, Sicheng Zhao, Pengfei Xu, Wei Zhou, Yoshua Bengio, Kurt Keutzer

* Preprint version 

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DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction


Jun 09, 2020
Chunyuan Yuan, Jiacheng Li, Wei Zhou, Yijun Lu, Xiaodan Zhang, Songlin Hu

* Accepted to the ECML-PKDD 2020 

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AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization


May 25, 2020
Dongjun Wei, Yaxin Liu, Fuqing Zhu, Liangjun Zang, Wei Zhou, Yijun Lu, Songlin Hu

* 11 pages, accepted in PAKDD'2020 

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Investigations on Phoneme-Based End-To-End Speech Recognition


May 19, 2020
Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schl├╝ter, Hermann Ney

* submission to Interspeech 2020 

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