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Li Liu
How to Train Your Agent to Read and Write

Jan 04, 2021
Li Liu, Mengge He, Guanghui Xu, Mingkui Tan, Qi Wu


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Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning

Nov 25, 2020
Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan


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Towards Class-Specific Unit

Nov 22, 2020
Runkai Zheng, Zhijia Yu, Yinqi Zhang, Chris Ding, Hei Victor Cheng, Li Liu


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A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

Nov 17, 2020
Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul Fieguth, Xiaochun Cao, Abbas Khosravi, U Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi


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Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog

Nov 05, 2020
Shen Gao, Xiuying Chen, Li Liu, Dongyan Zhao, Rui Yan

* Accepted by TOIS. arXiv admin note: substantial text overlap with arXiv:2003.04679 
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Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis based on Ultrasound Shear Wave Elastography

Nov 02, 2020
Lufei Gao, Ruisong Zhou, Changfeng Dong, Cheng Feng, Zhen Li, Xiang Wan, Li Liu


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FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond

Oct 29, 2020
Zhuo Su, Linpu Fang, Deke Guo, Duwen Hu, Matti Pietikäinen, Li Liu


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Developing Univariate Neurodegeneration Biomarkers with Low-Rank and Sparse Subspace Decomposition

Oct 26, 2020
Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J Caselli, Eric M Reiman, Yalin Wang

* Accepted by Medical Image Analysis 
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Bi-Real Net V2: Rethinking Non-linearity for 1-bit CNNs and Going Beyond

Oct 19, 2020
Zhuo Su, Linpu Fang, Deke Guo, Duwen Hu, Matti Pietikäinen, Li Liu


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New Ideas and Trends in Deep Multimodal Content Understanding: A Review

Oct 16, 2020
Wei Chen, Weiping Wang, Li Liu, Michael S. Lew

* Accepted by Neurocomputing 
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Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition

Oct 13, 2020
Jianrong Wang, Tong Wu, Shanyu Wang, Mei Yu, Qiang Fang, Ju Zhang, Li Liu


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Group Whitening: Balancing Learning Efficiency and Representational Capacity

Sep 28, 2020
Lei Huang, Li Liu, Fan Zhu, Ling Shao

* V1: rejected by NeurIPS 2020. The main issue is that Assumption 1 not rigorous, thus the analysis based on which. Code available at: https://github.com/huangleiBuaa/GroupWhitening 
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Normalization Techniques in Training DNNs: Methodology, Analysis and Application

Sep 27, 2020
Lei Huang, Jie Qin, Yi Zhou, Fan Zhu, Li Liu, Ling Shao

* 20 pages 
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Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification

Sep 09, 2020
Lei Liu, Wentao Lei, Yongfang Luo, Cheng Feng, Xiang Wan, Li Liu


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A Real-time Contribution Measurement Method for Participants in Federated Learning

Sep 08, 2020
Boyi Liu, Bingjie Yan, Yize Zhou, Jun Wang, Li Liu, Yuhan Zhang, Xiaolan Nie


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Counterfactual-based minority oversampling for imbalanced classification

Aug 21, 2020
Hao Luo, Li Liu


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Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection

Jul 14, 2020
Cong Chen, Shouyang Dong, Ye Tian, Kunlin Cao, Li Liu, Yuanhao Guo

* 11 papges, 3 figures, preprint for submission 
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Dynamic Group Convolution for Accelerating Convolutional Neural Networks

Jul 10, 2020
Zhuo Su, Linpu Fang, Wenxiong Kang, Dewen Hu, Matti Pietikäinen, Li Liu

* 21 pages, 10 figures 
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JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image

Jul 10, 2020
Linpu Fang, Xingyan Liu, Li Liu, Hang Xu, Wenxiong Kang

* Accepted by ECCV2020 as a Spotlight paper 
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Attention-based Residual Speech Portrait Model for Speech to Face Generation

Jul 09, 2020
Jianrong Wang, Xiaosheng Hu, Li Liu, Wei Liu, Mei Yu, Tianyi Xu


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Self-Supervised Joint Learning Framework of Depth Estimation via Implicit Cues

Jun 26, 2020
Jianrong Wang, Ge Zhang, Zhenyu Wu, XueWei Li, Li Liu


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Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition

Jun 20, 2020
Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao


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Improved Residual Networks for Image and Video Recognition

Apr 10, 2020
Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao


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Controllable Orthogonalization in Training DNNs

Apr 02, 2020
Lei Huang, Li Liu, Fan Zhu, Diwen Wan, Zehuan Yuan, Bo Li, Ling Shao

* Accepted to CVPR 2020. The Code is available at https://github.com/huangleiBuaa/ONI 
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